| split,fold,text_enc,modality,enc,concept,spearman,auroc,n |
| orion_official,0,biomedclip,he,uni2,immune,0.7052640828093366,0.8241758241758241,103 |
| orion_official,0,biomedclip,he,uni2,tumor_epith,0.2727553928096035,0.6918081918081919,103 |
| orion_official,0,biomedclip,he,uni2,stroma,0.33722916808362857,0.7027972027972028,103 |
| orion_official,0,biomedclip,he,uni2,proliferation,0.4074002291593032,0.8041958041958042,103 |
| orion_official,0,biomedclip,he,uni2,vessels,0.022622487206290655,0.4545454545454546,103 |
| orion_official,0,biomedclip,he,uni2,macrophage,0.12270418001555565,0.6232943469785575,103 |
| orion_official,0,biomedclip,he,uni2,cellularity,-0.025953084290216016,0.6071428571428572,109 |
| orion_official,0,biomedclip,if,convnext_tiny,immune,0.7174001384272501,0.8906093906093906,103 |
| orion_official,0,biomedclip,if,convnext_tiny,tumor_epith,0.05904056348953926,0.547952047952048,103 |
| orion_official,0,biomedclip,if,convnext_tiny,stroma,0.2543896778113957,0.5859140859140859,103 |
| orion_official,0,biomedclip,if,convnext_tiny,proliferation,0.21773959264439968,0.7027972027972028,103 |
| orion_official,0,biomedclip,if,convnext_tiny,vessels,-0.016828575685849185,0.46003996003996006,103 |
| orion_official,0,biomedclip,if,convnext_tiny,macrophage,0.1366524582831008,0.5847953216374269,103 |
| orion_official,0,biomedclip,if,convnext_tiny,cellularity,0.04189748047708146,0.6247795414462081,109 |
| orion_official,0,biomedclip,if,fm:virtues,immune,0.718377612590141,0.8866133866133866,103 |
| orion_official,0,biomedclip,if,fm:virtues,tumor_epith,0.3393914930976651,0.7152847152847153,103 |
| orion_official,0,biomedclip,if,fm:virtues,stroma,0.24391597178811467,0.5884115884115884,103 |
| orion_official,0,biomedclip,if,fm:virtues,proliferation,0.2186768674142629,0.7332667332667332,103 |
| orion_official,0,biomedclip,if,fm:virtues,vessels,-0.10947413332471935,0.38911088911088915,103 |
| orion_official,0,biomedclip,if,fm:virtues,macrophage,0.16715950818977654,0.5838206627680312,103 |
| orion_official,0,biomedclip,if,fm:virtues,cellularity,-0.07756733280096699,0.6415343915343916,109 |
| orion_official,0,biomedclip,markers,mlp,immune,0.74729547181364,0.8896103896103896,103 |
| orion_official,0,biomedclip,markers,mlp,tumor_epith,0.602266015562485,0.8776223776223776,103 |
| orion_official,0,biomedclip,markers,mlp,stroma,0.5267225111435356,0.6883116883116883,103 |
| orion_official,0,biomedclip,markers,mlp,proliferation,0.3033122178905374,0.798201798201798,103 |
| orion_official,0,biomedclip,markers,mlp,vessels,-0.09497794918597702,0.40209790209790214,103 |
| orion_official,0,biomedclip,markers,mlp,macrophage,0.05028085022449584,0.6257309941520467,103 |
| orion_official,0,biomedclip,markers,mlp,cellularity,0.22885606732615055,0.8258377425044092,109 |
| orion_official,0,biomedclip,markers,fm:geneformer,immune,0.7304477710734776,0.9025974025974026,103 |
| orion_official,0,biomedclip,markers,fm:geneformer,tumor_epith,0.5915010380793669,0.8566433566433567,103 |
| orion_official,0,biomedclip,markers,fm:geneformer,stroma,0.48555815527332513,0.6423576423576424,103 |
| orion_official,0,biomedclip,markers,fm:geneformer,proliferation,0.4191189699944797,0.8716283716283716,103 |
| orion_official,0,biomedclip,markers,fm:geneformer,vessels,-0.17971960784125282,0.3811188811188811,103 |
| orion_official,0,biomedclip,markers,fm:geneformer,macrophage,0.01980677497093486,0.5614035087719298,103 |
| orion_official,0,biomedclip,markers,fm:geneformer,cellularity,-0.21905125990638669,0.4559082892416226,109 |
| orion_official,0,biomedclip,markers,fm:scgpt,immune,0.7612656643439439,0.9200799200799201,103 |
| orion_official,0,biomedclip,markers,fm:scgpt,tumor_epith,0.7041329512498423,0.9105894105894106,103 |
| orion_official,0,biomedclip,markers,fm:scgpt,stroma,0.5256295549303039,0.7237762237762237,103 |
| orion_official,0,biomedclip,markers,fm:scgpt,proliferation,0.43339697606952227,0.8596403596403597,103 |
| orion_official,0,biomedclip,markers,fm:scgpt,vessels,-0.1381813681612374,0.4085914085914086,103 |
| orion_official,0,biomedclip,markers,fm:scgpt,macrophage,0.035085030914108806,0.5974658869395711,103 |
| orion_official,0,biomedclip,markers,fm:scgpt,cellularity,0.24676976557038818,0.7733686067019401,109 |
| orion_official,0,imagebind,he,uni2,immune,0.45947875369324004,0.7372627372627373,103 |
| orion_official,0,imagebind,he,uni2,tumor_epith,0.4353365790848567,0.6183816183816184,103 |
| orion_official,0,imagebind,he,uni2,stroma,0.46579706755871303,0.7862137862137862,103 |
| orion_official,0,imagebind,he,uni2,proliferation,0.4944489218573813,0.8116883116883117,103 |
| orion_official,0,imagebind,he,uni2,vessels,-0.052977793331595704,0.5214785214785215,103 |
| orion_official,0,imagebind,he,uni2,macrophage,0.22593682736684323,0.628167641325536,103 |
| orion_official,0,imagebind,he,uni2,cellularity,0.11084622074460768,0.47045855379188717,109 |
| orion_official,0,imagebind,if,convnext_tiny,immune,0.33078164986454256,0.7252747252747253,103 |
| orion_official,0,imagebind,if,convnext_tiny,tumor_epith,0.19222935773185743,0.4535464535464535,103 |
| orion_official,0,imagebind,if,convnext_tiny,stroma,0.5507016409273033,0.7887112887112888,103 |
| orion_official,0,imagebind,if,convnext_tiny,proliferation,0.21458541048474009,0.5979020979020979,103 |
| orion_official,0,imagebind,if,convnext_tiny,vessels,-0.2219649784548654,0.43106893106893107,103 |
| orion_official,0,imagebind,if,convnext_tiny,macrophage,0.2334605440525285,0.6062378167641325,103 |
| orion_official,0,imagebind,if,convnext_tiny,cellularity,0.031763683772438996,0.49118165784832446,109 |
| orion_official,0,imagebind,if,fm:virtues,immune,0.678553777594164,0.8736263736263736,103 |
| orion_official,0,imagebind,if,fm:virtues,tumor_epith,0.24587631163533027,0.44505494505494514,103 |
| orion_official,0,imagebind,if,fm:virtues,stroma,0.588098318595117,0.8421578421578422,103 |
| orion_official,0,imagebind,if,fm:virtues,proliferation,0.11420159890525426,0.6013986013986015,103 |
| orion_official,0,imagebind,if,fm:virtues,vessels,-0.18835915110254106,0.41458541458541465,103 |
| orion_official,0,imagebind,if,fm:virtues,macrophage,0.3336760106438152,0.6593567251461988,103 |
| orion_official,0,imagebind,if,fm:virtues,cellularity,-0.09408630182339515,0.4400352733686067,109 |
| orion_official,0,imagebind,markers,mlp,immune,0.6956760497283969,0.8306693306693307,103 |
| orion_official,0,imagebind,markers,mlp,tumor_epith,0.43240623655716903,0.5824175824175825,103 |
| orion_official,0,imagebind,markers,mlp,stroma,0.7444569639945864,0.8976023976023977,103 |
| orion_official,0,imagebind,markers,mlp,proliferation,0.40097961636455126,0.7887112887112887,103 |
| orion_official,0,imagebind,markers,mlp,vessels,0.0036896267261079035,0.5444555444555444,103 |
| orion_official,0,imagebind,markers,mlp,macrophage,0.17739264220639162,0.5999025341130604,103 |
| orion_official,0,imagebind,markers,mlp,cellularity,-0.024576889676005312,0.5171957671957672,109 |
| orion_official,0,imagebind,markers,fm:geneformer,immune,0.6121953630752197,0.8241758241758242,103 |
| orion_official,0,imagebind,markers,fm:geneformer,tumor_epith,0.5530006743949094,0.6378621378621379,103 |
| orion_official,0,imagebind,markers,fm:geneformer,stroma,0.5486200811041133,0.7447552447552448,103 |
| orion_official,0,imagebind,markers,fm:geneformer,proliferation,0.48432410937334947,0.8111888111888113,103 |
| orion_official,0,imagebind,markers,fm:geneformer,vessels,-0.11026110162178719,0.5254745254745254,103 |
| orion_official,0,imagebind,markers,fm:geneformer,macrophage,0.21296679714170272,0.6700779727095516,103 |
| orion_official,0,imagebind,markers,fm:geneformer,cellularity,-0.04685085435786005,0.4894179894179895,109 |
| orion_official,0,imagebind,markers,fm:scgpt,immune,0.6940835356427884,0.8936063936063936,103 |
| orion_official,0,imagebind,markers,fm:scgpt,tumor_epith,0.510046412485257,0.6063936063936064,103 |
| orion_official,0,imagebind,markers,fm:scgpt,stroma,0.5889770773595243,0.8016983016983017,103 |
| orion_official,0,imagebind,markers,fm:scgpt,proliferation,0.5521334133822586,0.8656343656343657,103 |
| orion_official,0,imagebind,markers,fm:scgpt,vessels,-0.17229473303848236,0.45904095904095904,103 |
| orion_official,0,imagebind,markers,fm:scgpt,macrophage,0.47349953140145246,0.7977582846003899,103 |
| orion_official,0,imagebind,markers,fm:scgpt,cellularity,0.23756269924568557,0.6424162257495591,109 |
| orion_official,0,pathgenclip,he,uni2,immune,0.2745823769262045,0.5944055944055945,103 |
| orion_official,0,pathgenclip,he,uni2,tumor_epith,-0.08277800609048512,0.469030969030969,103 |
| orion_official,0,pathgenclip,he,uni2,stroma,0.4139393159741196,0.7217782217782217,103 |
| orion_official,0,pathgenclip,he,uni2,proliferation,0.02244408266277333,0.5744255744255744,103 |
| orion_official,0,pathgenclip,he,uni2,vessels,-0.1748324206630852,0.4400599400599401,103 |
| orion_official,0,pathgenclip,he,uni2,macrophage,-0.009419759239784227,0.5531189083820663,103 |
| orion_official,0,pathgenclip,he,uni2,cellularity,-0.4405212861044165,0.43959435626102294,109 |
| orion_official,0,pathgenclip,if,convnext_tiny,immune,0.3079812413009331,0.647852147852148,103 |
| orion_official,0,pathgenclip,if,convnext_tiny,tumor_epith,-0.07055063755465005,0.4230769230769231,103 |
| orion_official,0,pathgenclip,if,convnext_tiny,stroma,0.5402938418113529,0.6928071928071928,103 |
| orion_official,0,pathgenclip,if,convnext_tiny,proliferation,-0.06307803076941973,0.5149850149850149,103 |
| orion_official,0,pathgenclip,if,convnext_tiny,vessels,0.1474196916485555,0.5764235764235763,103 |
| orion_official,0,pathgenclip,if,convnext_tiny,macrophage,-0.0325294952977146,0.5136452241715399,103 |
| orion_official,0,pathgenclip,if,convnext_tiny,cellularity,-0.3129568493056936,0.40961199294532635,109 |
| orion_official,0,pathgenclip,if,fm:virtues,immune,0.5691755170522629,0.7562437562437563,103 |
| orion_official,0,pathgenclip,if,fm:virtues,tumor_epith,0.14280832474117885,0.548951048951049,103 |
| orion_official,0,pathgenclip,if,fm:virtues,stroma,0.6377866344800797,0.7862137862137861,103 |
| orion_official,0,pathgenclip,if,fm:virtues,proliferation,-0.1894361395640381,0.34065934065934067,103 |
| orion_official,0,pathgenclip,if,fm:virtues,vessels,-0.015927554012394707,0.47152847152847155,103 |
| orion_official,0,pathgenclip,if,fm:virtues,macrophage,-0.06404776789990978,0.4766081871345029,103 |
| orion_official,0,pathgenclip,if,fm:virtues,cellularity,-0.27456240966478485,0.48765432098765427,109 |
| orion_official,0,pathgenclip,markers,mlp,immune,0.6101086204802844,0.8181818181818182,103 |
| orion_official,0,pathgenclip,markers,mlp,tumor_epith,0.36511400644317354,0.7372627372627374,103 |
| orion_official,0,pathgenclip,markers,mlp,stroma,0.7040834910123426,0.8661338661338661,103 |
| orion_official,0,pathgenclip,markers,mlp,proliferation,0.03103109103337678,0.514985014985015,103 |
| orion_official,0,pathgenclip,markers,mlp,vessels,-0.11082566583490108,0.44755244755244755,103 |
| orion_official,0,pathgenclip,markers,mlp,macrophage,-0.041592029128755544,0.563840155945419,103 |
| orion_official,0,pathgenclip,markers,mlp,cellularity,-0.22343932825540197,0.5524691358024691,109 |
| orion_official,0,pathgenclip,markers,fm:geneformer,immune,0.6370495656664761,0.8551448551448552,103 |
| orion_official,0,pathgenclip,markers,fm:geneformer,tumor_epith,0.6152384806803128,0.8601398601398602,103 |
| orion_official,0,pathgenclip,markers,fm:geneformer,stroma,0.5074172795379599,0.6853146853146853,103 |
| orion_official,0,pathgenclip,markers,fm:geneformer,proliferation,-0.0018015880306952337,0.535964035964036,103 |
| orion_official,0,pathgenclip,markers,fm:geneformer,vessels,-0.10024721517503994,0.48201798201798207,103 |
| orion_official,0,pathgenclip,markers,fm:geneformer,macrophage,-0.16959963252026908,0.449317738791423,103 |
| orion_official,0,pathgenclip,markers,fm:geneformer,cellularity,-0.5150721115186793,0.34303350970017643,109 |
| orion_official,0,pathgenclip,markers,fm:scgpt,immune,0.7161371100145261,0.9175824175824175,103 |
| orion_official,0,pathgenclip,markers,fm:scgpt,tumor_epith,0.3846088468645641,0.7582417582417582,103 |
| orion_official,0,pathgenclip,markers,fm:scgpt,stroma,0.5552107718371689,0.7917082917082917,103 |
| orion_official,0,pathgenclip,markers,fm:scgpt,proliferation,-0.03664351480501303,0.5274725274725275,103 |
| orion_official,0,pathgenclip,markers,fm:scgpt,vessels,-0.04525637975021997,0.4595404595404595,103 |
| orion_official,0,pathgenclip,markers,fm:scgpt,macrophage,-0.1002264581423249,0.4454191033138401,103 |
| orion_official,0,pathgenclip,markers,fm:scgpt,cellularity,-0.5113559226951203,0.3853615520282187,109 |
| orion_official,0,plip,he,uni2,immune,0.2811501246723695,0.6723276723276723,103 |
| orion_official,0,plip,he,uni2,tumor_epith,0.6886805378068748,0.8576423576423576,103 |
| orion_official,0,plip,he,uni2,stroma,0.4421309955847655,0.7212787212787214,103 |
| orion_official,0,plip,he,uni2,proliferation,0.6553739486615072,0.8776223776223776,103 |
| orion_official,0,plip,he,uni2,vessels,0.08599054312670955,0.6273726273726274,103 |
| orion_official,0,plip,he,uni2,macrophage,0.24987092975264272,0.6267056530214425,103 |
| orion_official,0,plip,he,uni2,cellularity,0.5590222997873274,0.7477954144620811,109 |
| orion_official,0,plip,if,convnext_tiny,immune,0.3128027149808101,0.7672327672327672,103 |
| orion_official,0,plip,if,convnext_tiny,tumor_epith,0.5519441941667108,0.7632367632367633,103 |
| orion_official,0,plip,if,convnext_tiny,stroma,0.4366717067608843,0.7017982017982018,103 |
| orion_official,0,plip,if,convnext_tiny,proliferation,0.3774074365236791,0.7352647352647352,103 |
| orion_official,0,plip,if,convnext_tiny,vessels,0.04479446357585407,0.5909090909090909,103 |
| orion_official,0,plip,if,convnext_tiny,macrophage,0.257438612642481,0.6281676413255359,103 |
| orion_official,0,plip,if,convnext_tiny,cellularity,0.4177005504983972,0.716931216931217,109 |
| orion_official,0,plip,if,fm:virtues,immune,0.5771600531918314,0.8536463536463537,103 |
| orion_official,0,plip,if,fm:virtues,tumor_epith,0.5383378409119639,0.7392607392607393,103 |
| orion_official,0,plip,if,fm:virtues,stroma,0.3776026410658724,0.6688311688311688,103 |
| orion_official,0,plip,if,fm:virtues,proliferation,0.10806721972285585,0.603896103896104,103 |
| orion_official,0,plip,if,fm:virtues,vessels,0.036947591280453024,0.5764235764235764,103 |
| orion_official,0,plip,if,fm:virtues,macrophage,0.03556865915979201,0.5009746588693957,103 |
| orion_official,0,plip,if,fm:virtues,cellularity,0.27320474965817293,0.7120811287477955,109 |
| orion_official,0,plip,markers,mlp,immune,0.5731952422614541,0.7712287712287713,103 |
| orion_official,0,plip,markers,mlp,tumor_epith,0.7447963191909801,0.7862137862137863,103 |
| orion_official,0,plip,markers,mlp,stroma,0.47344776105133524,0.6833166833166834,103 |
| orion_official,0,plip,markers,mlp,proliferation,0.4075405397535941,0.8501498501498501,103 |
| orion_official,0,plip,markers,mlp,vessels,0.0023380942159261834,0.54995004995005,103 |
| orion_official,0,plip,markers,mlp,macrophage,0.23628537266935995,0.6803118908382065,103 |
| orion_official,0,plip,markers,mlp,cellularity,0.6173275416412443,0.8681657848324515,109 |
| orion_official,0,plip,markers,fm:geneformer,immune,0.7196735895701534,0.8871128871128872,103 |
| orion_official,0,plip,markers,fm:geneformer,tumor_epith,0.795896599702269,0.8511488511488511,103 |
| orion_official,0,plip,markers,fm:geneformer,stroma,0.5093835022733215,0.6628371628371628,103 |
| orion_official,0,plip,markers,fm:geneformer,proliferation,0.2100393472297147,0.7202797202797203,103 |
| orion_official,0,plip,markers,fm:geneformer,vessels,0.18900355267912555,0.7027972027972028,103 |
| orion_official,0,plip,markers,fm:geneformer,macrophage,0.05406194378165544,0.5808966861598439,103 |
| orion_official,0,plip,markers,fm:geneformer,cellularity,0.09354879820303003,0.5806878306878307,109 |
| orion_official,0,plip,markers,fm:scgpt,immune,0.6999044491970816,0.9125874125874126,103 |
| orion_official,0,plip,markers,fm:scgpt,tumor_epith,0.7276368561161337,0.8356643356643356,103 |
| orion_official,0,plip,markers,fm:scgpt,stroma,0.5764657494512736,0.7587412587412588,103 |
| orion_official,0,plip,markers,fm:scgpt,proliferation,0.11644656841390875,0.6773226773226774,103 |
| orion_official,0,plip,markers,fm:scgpt,vessels,0.1001502698051113,0.6488511488511488,103 |
| orion_official,0,plip,markers,fm:scgpt,macrophage,0.21819327966039284,0.672514619883041,103 |
| orion_official,0,plip,markers,fm:scgpt,cellularity,0.5867130035399308,0.8205467372134039,109 |
| patient_5fold,0,biomedclip,he,uni2,immune,0.5734393472185931,0.7916076208471108,581 |
| patient_5fold,0,biomedclip,he,uni2,tumor_epith,0.33494868491554164,0.7227342549923195,581 |
| patient_5fold,0,biomedclip,he,uni2,stroma,0.49514802979252237,0.7413635647929461,581 |
| patient_5fold,0,biomedclip,he,uni2,proliferation,0.3012637350884387,0.7448118406550149,581 |
| patient_5fold,0,biomedclip,he,uni2,vessels,-0.07352408661875333,0.48644307982994806,581 |
| patient_5fold,0,biomedclip,he,uni2,macrophage,0.1578732785712979,0.6126121870571564,581 |
| patient_5fold,0,biomedclip,he,uni2,cellularity,-0.1647907485645753,0.5062536892868679,692 |
| patient_5fold,0,biomedclip,if,convnext_tiny,immune,0.6088089293327175,0.8255235396000631,581 |
| patient_5fold,0,biomedclip,if,convnext_tiny,tumor_epith,0.3303563847668124,0.7274052478134111,581 |
| patient_5fold,0,biomedclip,if,convnext_tiny,stroma,0.4619820720733665,0.7301842229570147,581 |
| patient_5fold,0,biomedclip,if,convnext_tiny,proliferation,0.11205602164664724,0.6783971028184538,581 |
| patient_5fold,0,biomedclip,if,convnext_tiny,vessels,-0.06448708352215737,0.5110848685246417,581 |
| patient_5fold,0,biomedclip,if,convnext_tiny,macrophage,0.1116024431503807,0.5853723823019996,581 |
| patient_5fold,0,biomedclip,if,convnext_tiny,cellularity,-0.06224293143187798,0.553899785046833,692 |
| patient_5fold,0,biomedclip,if,fm:virtues,immune,0.5195911337196385,0.7947094945677845,581 |
| patient_5fold,0,biomedclip,if,fm:virtues,tumor_epith,0.3929313098451472,0.7577980500956142,581 |
| patient_5fold,0,biomedclip,if,fm:virtues,stroma,0.5287939315995,0.7519445756573768,581 |
| patient_5fold,0,biomedclip,if,fm:virtues,proliferation,0.20149193039201632,0.7283419933868682,581 |
| patient_5fold,0,biomedclip,if,fm:virtues,vessels,-0.13842935016825672,0.41961895764446544,581 |
| patient_5fold,0,biomedclip,if,fm:virtues,macrophage,0.09619918638712517,0.5965359785860493,581 |
| patient_5fold,0,biomedclip,if,fm:virtues,cellularity,0.08083652295945819,0.6139530221524274,692 |
| patient_5fold,0,biomedclip,markers,mlp,immune,0.7028662506806884,0.8817823964729965,581 |
| patient_5fold,0,biomedclip,markers,mlp,tumor_epith,0.40565355779284173,0.7730493118906548,581 |
| patient_5fold,0,biomedclip,markers,mlp,stroma,0.61563592455391,0.7868209730751062,581 |
| patient_5fold,0,biomedclip,markers,mlp,proliferation,0.3068709942974534,0.7562588568729336,581 |
| patient_5fold,0,biomedclip,markers,mlp,vessels,-0.018733540688118083,0.5165643205794364,581 |
| patient_5fold,0,biomedclip,markers,mlp,macrophage,0.2400182036314306,0.695118878916706,581 |
| patient_5fold,0,biomedclip,markers,mlp,cellularity,0.010257307612999497,0.6198892935502912,692 |
| patient_5fold,0,biomedclip,markers,fm:geneformer,immune,0.5112203829966044,0.7810423555345616,581 |
| patient_5fold,0,biomedclip,markers,fm:geneformer,tumor_epith,0.2509949830184775,0.6650992194112668,581 |
| patient_5fold,0,biomedclip,markers,fm:geneformer,stroma,0.538692045150112,0.7514249724452842,581 |
| patient_5fold,0,biomedclip,markers,fm:geneformer,proliferation,0.21352773901227234,0.705699889781137,581 |
| patient_5fold,0,biomedclip,markers,fm:geneformer,vessels,-0.12944706456659097,0.3887261848527791,581 |
| patient_5fold,0,biomedclip,markers,fm:geneformer,macrophage,0.13837899607653611,0.5953078255392852,581 |
| patient_5fold,0,biomedclip,markers,fm:geneformer,cellularity,-0.0046827646036662965,0.546270618240948,692 |
| patient_5fold,0,biomedclip,markers,fm:scgpt,immune,0.4723455497820473,0.795701464336325,581 |
| patient_5fold,0,biomedclip,markers,fm:scgpt,tumor_epith,0.28288474311069817,0.7298191165867268,581 |
| patient_5fold,0,biomedclip,markers,fm:scgpt,stroma,0.7044064469193768,0.8656746968981262,581 |
| patient_5fold,0,biomedclip,markers,fm:scgpt,proliferation,0.48902098316119774,0.8825224374114313,581 |
| patient_5fold,0,biomedclip,markers,fm:scgpt,vessels,-0.11368999836849601,0.40779404818138876,581 |
| patient_5fold,0,biomedclip,markers,fm:scgpt,macrophage,0.11196274893679711,0.6083451424972446,581 |
| patient_5fold,0,biomedclip,markers,fm:scgpt,cellularity,-0.09685331651971053,0.5456357824629401,692 |
| patient_5fold,0,imagebind,he,uni2,immune,0.5297906725293456,0.7723193197921587,581 |
| patient_5fold,0,imagebind,he,uni2,tumor_epith,0.42253648630875035,0.6808520643280354,581 |
| patient_5fold,0,imagebind,he,uni2,stroma,0.5547024664070014,0.7632183908045977,581 |
| patient_5fold,0,imagebind,he,uni2,proliferation,0.2697808285619518,0.6784285939222169,581 |
| patient_5fold,0,imagebind,he,uni2,vessels,0.10799670591467897,0.6177609825224373,581 |
| patient_5fold,0,imagebind,he,uni2,macrophage,0.10065992199670966,0.5636750118091639,581 |
| patient_5fold,0,imagebind,he,uni2,cellularity,0.20685737237296958,0.5842271152839497,692 |
| patient_5fold,0,imagebind,if,convnext_tiny,immune,0.5602285200775352,0.7752637379940167,581 |
| patient_5fold,0,imagebind,if,convnext_tiny,tumor_epith,0.2944407239783895,0.576271983447757,581 |
| patient_5fold,0,imagebind,if,convnext_tiny,stroma,0.5703944605631974,0.8145331443867107,581 |
| patient_5fold,0,imagebind,if,convnext_tiny,proliferation,0.009956231052308742,0.5559282002834199,581 |
| patient_5fold,0,imagebind,if,convnext_tiny,vessels,0.10747629222295473,0.6048653755314124,581 |
| patient_5fold,0,imagebind,if,convnext_tiny,macrophage,0.009709140726662374,0.5128483703353802,581 |
| patient_5fold,0,imagebind,if,convnext_tiny,cellularity,0.20591663315820394,0.5991735997416108,692 |
| patient_5fold,0,imagebind,if,fm:virtues,immune,0.5510401884650579,0.8188946622579121,581 |
| patient_5fold,0,imagebind,if,fm:virtues,tumor_epith,0.3416976574105078,0.5992194112668108,581 |
| patient_5fold,0,imagebind,if,fm:virtues,stroma,0.6487147816502297,0.8354589828373483,581 |
| patient_5fold,0,imagebind,if,fm:virtues,proliferation,0.11906803153583317,0.6229255235396001,581 |
| patient_5fold,0,imagebind,if,fm:virtues,vessels,0.13951646729454276,0.6339159187529523,581 |
| patient_5fold,0,imagebind,if,fm:virtues,macrophage,-0.06926934062041662,0.4999370177924737,581 |
| patient_5fold,0,imagebind,if,fm:virtues,cellularity,0.27727744698304924,0.7141679753193669,692 |
| patient_5fold,0,imagebind,markers,mlp,immune,0.6814241792099457,0.8794835458982837,581 |
| patient_5fold,0,imagebind,markers,mlp,tumor_epith,0.44820333659395134,0.6501771215398602,581 |
| patient_5fold,0,imagebind,markers,mlp,stroma,0.7106068073356935,0.9002046921744606,581 |
| patient_5fold,0,imagebind,markers,mlp,proliferation,0.35280899878405286,0.7143914344197765,581 |
| patient_5fold,0,imagebind,markers,mlp,vessels,0.13208863025143774,0.6577704298535664,581 |
| patient_5fold,0,imagebind,markers,mlp,macrophage,0.23134154611872637,0.6819398519918123,581 |
| patient_5fold,0,imagebind,markers,mlp,cellularity,0.29743036061046946,0.7539955672870238,692 |
| patient_5fold,0,imagebind,markers,fm:geneformer,immune,0.4726502611148887,0.778192410643993,581 |
| patient_5fold,0,imagebind,markers,fm:geneformer,tumor_epith,0.3160269840423988,0.6186557572337691,581 |
| patient_5fold,0,imagebind,markers,fm:geneformer,stroma,0.6785674759026807,0.8383876554873249,581 |
| patient_5fold,0,imagebind,markers,fm:geneformer,proliferation,0.18109011332254382,0.6262163438828531,581 |
| patient_5fold,0,imagebind,markers,fm:geneformer,vessels,0.1332970378248191,0.6008345142497244,581 |
| patient_5fold,0,imagebind,markers,fm:geneformer,macrophage,0.06008274162750026,0.5550621949299323,581 |
| patient_5fold,0,imagebind,markers,fm:geneformer,cellularity,0.1958195164764532,0.6254023410961498,692 |
| patient_5fold,0,imagebind,markers,fm:scgpt,immune,0.5827063653318806,0.8593449850417256,581 |
| patient_5fold,0,imagebind,markers,fm:scgpt,tumor_epith,0.46732600851182743,0.6705852848051663,581 |
| patient_5fold,0,imagebind,markers,fm:scgpt,stroma,0.7447925118743247,0.8861754054479608,581 |
| patient_5fold,0,imagebind,markers,fm:scgpt,proliferation,0.4979154811195216,0.8427019367028814,581 |
| patient_5fold,0,imagebind,markers,fm:scgpt,vessels,0.039294016770182176,0.5641946150212565,581 |
| patient_5fold,0,imagebind,markers,fm:scgpt,macrophage,0.1538144910494429,0.5616910722720831,581 |
| patient_5fold,0,imagebind,markers,fm:scgpt,cellularity,0.4373750014224934,0.7699666989653291,692 |
| patient_5fold,0,pathgenclip,he,uni2,immune,0.38611215080739053,0.7240119666194301,581 |
| patient_5fold,0,pathgenclip,he,uni2,tumor_epith,0.13697853347213118,0.587839744192608,581 |
| patient_5fold,0,pathgenclip,he,uni2,stroma,0.28559240789585616,0.6514407179971657,581 |
| patient_5fold,0,pathgenclip,he,uni2,proliferation,0.1910078080255646,0.6660210990395214,581 |
| patient_5fold,0,pathgenclip,he,uni2,vessels,-0.13709050111845553,0.4153991497401984,581 |
| patient_5fold,0,pathgenclip,he,uni2,macrophage,-0.018391883239853652,0.5292394898441191,581 |
| patient_5fold,0,pathgenclip,he,uni2,cellularity,-0.337744643744692,0.38282824907837437,692 |
| patient_5fold,0,pathgenclip,if,convnext_tiny,immune,0.48667349884265393,0.7598803338056999,581 |
| patient_5fold,0,pathgenclip,if,convnext_tiny,tumor_epith,0.016237507883613132,0.5494686353804195,581 |
| patient_5fold,0,pathgenclip,if,convnext_tiny,stroma,0.2597611764267464,0.6746496614706345,581 |
| patient_5fold,0,pathgenclip,if,convnext_tiny,proliferation,0.05358299909999631,0.5863958431743033,581 |
| patient_5fold,0,pathgenclip,if,convnext_tiny,vessels,-0.10636527550118191,0.46430483388442767,581 |
| patient_5fold,0,pathgenclip,if,convnext_tiny,macrophage,-0.08831852684217699,0.46348606518658475,581 |
| patient_5fold,0,pathgenclip,if,convnext_tiny,cellularity,-0.2409620343106067,0.46502277612571974,692 |
| patient_5fold,0,pathgenclip,if,fm:virtues,immune,0.4916227328947719,0.7744607148480553,581 |
| patient_5fold,0,pathgenclip,if,fm:virtues,tumor_epith,0.170556217067255,0.5964607040973071,581 |
| patient_5fold,0,pathgenclip,if,fm:virtues,stroma,0.35672167576303543,0.7119823649818926,581 |
| patient_5fold,0,pathgenclip,if,fm:virtues,proliferation,0.09556809977765003,0.6371122657849158,581 |
| patient_5fold,0,pathgenclip,if,fm:virtues,vessels,-0.09058305183415352,0.46069910250354273,581 |
| patient_5fold,0,pathgenclip,if,fm:virtues,macrophage,-0.1603617057149283,0.4458510470792001,581 |
| patient_5fold,0,pathgenclip,if,fm:virtues,cellularity,-0.2507116270245199,0.42772338980030516,692 |
| patient_5fold,0,pathgenclip,markers,mlp,immune,0.4232255322448713,0.7766650921114784,581 |
| patient_5fold,0,pathgenclip,markers,mlp,tumor_epith,0.418393787189807,0.739411893789774,581 |
| patient_5fold,0,pathgenclip,markers,mlp,stroma,0.45577722763344825,0.8004566210045664,581 |
| patient_5fold,0,pathgenclip,markers,mlp,proliferation,0.2645156109368131,0.7485120453471894,581 |
| patient_5fold,0,pathgenclip,markers,mlp,vessels,-0.21904224548940088,0.36636750118091643,581 |
| patient_5fold,0,pathgenclip,markers,mlp,macrophage,-0.20050267145326137,0.4693434104865376,581 |
| patient_5fold,0,pathgenclip,markers,mlp,cellularity,-0.16199895035788406,0.5316248454676067,692 |
| patient_5fold,0,pathgenclip,markers,fm:geneformer,immune,0.2753828670554747,0.6890883325460558,581 |
| patient_5fold,0,pathgenclip,markers,fm:geneformer,tumor_epith,0.4529621352432261,0.7609799680240761,581 |
| patient_5fold,0,pathgenclip,markers,fm:geneformer,stroma,0.4567529941666396,0.7695008660053535,581 |
| patient_5fold,0,pathgenclip,markers,fm:geneformer,proliferation,0.24245821059339723,0.7090694378837978,581 |
| patient_5fold,0,pathgenclip,markers,fm:geneformer,vessels,-0.1629674107697138,0.3944890568414423,581 |
| patient_5fold,0,pathgenclip,markers,fm:geneformer,macrophage,-0.15892767393347465,0.4388600220437726,581 |
| patient_5fold,0,pathgenclip,markers,fm:geneformer,cellularity,-0.07935176469536839,0.5414703687616247,692 |
| patient_5fold,0,pathgenclip,markers,fm:scgpt,immune,0.3810908384520421,0.775405447960951,581 |
| patient_5fold,0,pathgenclip,markers,fm:scgpt,tumor_epith,0.4549374379443855,0.7948838521583749,581 |
| patient_5fold,0,pathgenclip,markers,fm:scgpt,stroma,0.6772149285369946,0.9043615178712014,581 |
| patient_5fold,0,pathgenclip,markers,fm:scgpt,proliferation,0.3695711773022717,0.8346717052432687,581 |
| patient_5fold,0,pathgenclip,markers,fm:scgpt,vessels,-0.28256963446542005,0.32818453786805224,581 |
| patient_5fold,0,pathgenclip,markers,fm:scgpt,macrophage,-0.11631103496667353,0.45926625728231774,581 |
| patient_5fold,0,pathgenclip,markers,fm:scgpt,cellularity,-0.21827958148499613,0.4577722832926816,692 |
| patient_5fold,0,plip,he,uni2,immune,0.4027008682779355,0.7420091324200913,581 |
| patient_5fold,0,plip,he,uni2,tumor_epith,0.5666115040323861,0.8084265964450297,581 |
| patient_5fold,0,plip,he,uni2,stroma,0.4420231301978876,0.6903794678003464,581 |
| patient_5fold,0,plip,he,uni2,proliferation,0.36148210163764405,0.7444654385136198,581 |
| patient_5fold,0,plip,he,uni2,vessels,0.2476799043345781,0.698677373641946,581 |
| patient_5fold,0,plip,he,uni2,macrophage,0.16783559219701336,0.6013068808061723,581 |
| patient_5fold,0,plip,he,uni2,cellularity,0.1490412295986672,0.6285208326372416,692 |
| patient_5fold,0,plip,if,convnext_tiny,immune,0.5204462528425553,0.7689182805857345,581 |
| patient_5fold,0,plip,if,convnext_tiny,tumor_epith,0.6020680708817685,0.825464748111226,581 |
| patient_5fold,0,plip,if,convnext_tiny,stroma,0.30775487882162866,0.6351598173515982,581 |
| patient_5fold,0,plip,if,convnext_tiny,proliferation,0.4247401486727182,0.7779247362620061,581 |
| patient_5fold,0,plip,if,convnext_tiny,vessels,0.1818301036139689,0.6788064871673751,581 |
| patient_5fold,0,plip,if,convnext_tiny,macrophage,0.1975421035900203,0.6013698630136987,581 |
| patient_5fold,0,plip,if,convnext_tiny,cellularity,0.27088451246127293,0.6755320926191988,692 |
| patient_5fold,0,plip,if,fm:virtues,immune,0.4663683432906917,0.7921902062667296,581 |
| patient_5fold,0,plip,if,fm:virtues,tumor_epith,0.5945337464402712,0.8299319727891156,581 |
| patient_5fold,0,plip,if,fm:virtues,stroma,0.4414118287885319,0.7246890253503385,581 |
| patient_5fold,0,plip,if,fm:virtues,proliferation,0.4298658924193065,0.7888364037159502,581 |
| patient_5fold,0,plip,if,fm:virtues,vessels,0.24607765658504382,0.686017949929145,581 |
| patient_5fold,0,plip,if,fm:virtues,macrophage,0.19530826303242482,0.6175562903479767,581 |
| patient_5fold,0,plip,if,fm:virtues,cellularity,0.17246148053387375,0.7035873790192345,692 |
| patient_5fold,0,plip,markers,mlp,immune,0.6465863428464357,0.8651078570303888,581 |
| patient_5fold,0,plip,markers,mlp,tumor_epith,0.6733659103979056,0.8268441016959779,581 |
| patient_5fold,0,plip,markers,mlp,stroma,0.5627876216480141,0.7916076208471107,581 |
| patient_5fold,0,plip,markers,mlp,proliferation,0.5377027190459971,0.783734844906314,581 |
| patient_5fold,0,plip,markers,mlp,vessels,0.21976718940355394,0.7110061407652337,581 |
| patient_5fold,0,plip,markers,mlp,macrophage,0.36517111309373007,0.7410329082034325,581 |
| patient_5fold,0,plip,markers,mlp,cellularity,0.36216169257253755,0.727009477986791,692 |
| patient_5fold,0,plip,markers,fm:geneformer,immune,0.4475037442175956,0.7716894977168951,581 |
| patient_5fold,0,plip,markers,fm:geneformer,tumor_epith,0.5364881378397064,0.7523276591742688,581 |
| patient_5fold,0,plip,markers,fm:geneformer,stroma,0.5353529524789624,0.7794520547945204,581 |
| patient_5fold,0,plip,markers,fm:geneformer,proliferation,0.31025114216992333,0.6713430955754999,581 |
| patient_5fold,0,plip,markers,fm:geneformer,vessels,0.2970645818939608,0.710533774208786,581 |
| patient_5fold,0,plip,markers,fm:geneformer,macrophage,0.21167608456985854,0.6089277279168634,581 |
| patient_5fold,0,plip,markers,fm:geneformer,cellularity,0.24444759486959797,0.6494147259625558,692 |
| patient_5fold,0,plip,markers,fm:scgpt,immune,0.5173970285621361,0.8605416469847267,581 |
| patient_5fold,0,plip,markers,fm:scgpt,tumor_epith,0.6703534182634006,0.8445405812094423,581 |
| patient_5fold,0,plip,markers,fm:scgpt,stroma,0.6640042579069575,0.854574082821603,581 |
| patient_5fold,0,plip,markers,fm:scgpt,proliferation,0.6301804491855287,0.9034955125177138,581 |
| patient_5fold,0,plip,markers,fm:scgpt,vessels,0.2803520664726102,0.7146748543536452,581 |
| patient_5fold,0,plip,markers,fm:scgpt,macrophage,0.28100578347793487,0.671689497716895,581 |
| patient_5fold,0,plip,markers,fm:scgpt,cellularity,0.44199591316969467,0.7755354338601357,692 |
| patient_5fold,1,biomedclip,he,uni2,immune,0.39764596475579306,0.6701176470588236,499 |
| patient_5fold,1,biomedclip,he,uni2,tumor_epith,0.24597983790414954,0.6574117647058824,499 |
| patient_5fold,1,biomedclip,he,uni2,stroma,0.5408181098928992,0.7771978609625668,499 |
| patient_5fold,1,biomedclip,he,uni2,proliferation,0.35138357556845606,0.745005347593583,499 |
| patient_5fold,1,biomedclip,he,uni2,vessels,-0.13357897712722439,0.428235294117647,499 |
| patient_5fold,1,biomedclip,he,uni2,macrophage,0.298250950594629,0.689668449197861,499 |
| patient_5fold,1,biomedclip,he,uni2,cellularity,-0.03215351205171105,0.5542793759839703,545 |
| patient_5fold,1,biomedclip,if,convnext_tiny,immune,0.4998870267463404,0.7228663101604278,499 |
| patient_5fold,1,biomedclip,if,convnext_tiny,tumor_epith,0.2859581798931714,0.6994438502673797,499 |
| patient_5fold,1,biomedclip,if,convnext_tiny,stroma,0.5037945317228282,0.7519572192513369,499 |
| patient_5fold,1,biomedclip,if,convnext_tiny,proliferation,0.24128499479840035,0.7383743315508021,499 |
| patient_5fold,1,biomedclip,if,convnext_tiny,vessels,-0.041995490893123474,0.4450267379679145,499 |
| patient_5fold,1,biomedclip,if,convnext_tiny,macrophage,0.14269917149960815,0.6126417112299465,499 |
| patient_5fold,1,biomedclip,if,convnext_tiny,cellularity,-0.01778715647310709,0.5842457420924574,545 |
| patient_5fold,1,biomedclip,if,fm:virtues,immune,0.5432001858587835,0.7738181818181818,499 |
| patient_5fold,1,biomedclip,if,fm:virtues,tumor_epith,0.3924517162496738,0.7741818181818182,499 |
| patient_5fold,1,biomedclip,if,fm:virtues,stroma,0.5595339024542636,0.7539893048128342,499 |
| patient_5fold,1,biomedclip,if,fm:virtues,proliferation,0.3696973399006937,0.8243208556149733,499 |
| patient_5fold,1,biomedclip,if,fm:virtues,vessels,-0.1290697451464511,0.373048128342246,499 |
| patient_5fold,1,biomedclip,if,fm:virtues,macrophage,0.16002337983987883,0.6208983957219252,499 |
| patient_5fold,1,biomedclip,if,fm:virtues,cellularity,-0.012056144635472017,0.5791112065264062,545 |
| patient_5fold,1,biomedclip,markers,mlp,immune,0.5533344108350071,0.7898823529411764,499 |
| patient_5fold,1,biomedclip,markers,mlp,tumor_epith,0.296971643553153,0.7141604278074867,499 |
| patient_5fold,1,biomedclip,markers,mlp,stroma,0.6866731331080749,0.8591871657754011,499 |
| patient_5fold,1,biomedclip,markers,mlp,proliferation,0.36514666218092434,0.8565989304812834,499 |
| patient_5fold,1,biomedclip,markers,mlp,vessels,-0.20730171959879007,0.38611764705882357,499 |
| patient_5fold,1,biomedclip,markers,mlp,macrophage,0.1395349596808986,0.6624385026737968,499 |
| patient_5fold,1,biomedclip,markers,mlp,cellularity,0.08559763726623165,0.6840024330900244,545 |
| patient_5fold,1,biomedclip,markers,fm:geneformer,immune,0.5653619217423231,0.787614973262032,499 |
| patient_5fold,1,biomedclip,markers,fm:geneformer,tumor_epith,0.38717814822698715,0.7718716577540107,499 |
| patient_5fold,1,biomedclip,markers,fm:geneformer,stroma,0.6144592460125761,0.8205133689839572,499 |
| patient_5fold,1,biomedclip,markers,fm:geneformer,proliferation,0.4585593753537904,0.8692192513368984,499 |
| patient_5fold,1,biomedclip,markers,fm:geneformer,vessels,-0.13035835252144495,0.40889839572192516,499 |
| patient_5fold,1,biomedclip,markers,fm:geneformer,macrophage,0.08189630594443394,0.5971122994652407,499 |
| patient_5fold,1,biomedclip,markers,fm:geneformer,cellularity,-0.09559153834416972,0.5073887219121225,545 |
| patient_5fold,1,biomedclip,markers,fm:scgpt,immune,0.5780370912541694,0.7749732620320856,499 |
| patient_5fold,1,biomedclip,markers,fm:scgpt,tumor_epith,0.36445269286984344,0.7240213903743316,499 |
| patient_5fold,1,biomedclip,markers,fm:scgpt,stroma,0.6651130669006121,0.8390802139037432,499 |
| patient_5fold,1,biomedclip,markers,fm:scgpt,proliferation,0.5496781668208591,0.9265454545454546,499 |
| patient_5fold,1,biomedclip,markers,fm:scgpt,vessels,-0.095137758352504,0.4138609625668449,499 |
| patient_5fold,1,biomedclip,markers,fm:scgpt,macrophage,0.15761741299619483,0.6596363636363635,499 |
| patient_5fold,1,biomedclip,markers,fm:scgpt,cellularity,-0.09067577951792902,0.5309145556032633,545 |
| patient_5fold,1,imagebind,he,uni2,immune,0.32645296669254037,0.6989946524064171,499 |
| patient_5fold,1,imagebind,he,uni2,tumor_epith,0.4663229211955518,0.6769411764705882,499 |
| patient_5fold,1,imagebind,he,uni2,stroma,0.5951822742922178,0.815379679144385,499 |
| patient_5fold,1,imagebind,he,uni2,proliferation,0.3066468774203489,0.6440427807486631,499 |
| patient_5fold,1,imagebind,he,uni2,vessels,-0.07480820176289477,0.5223101604278075,499 |
| patient_5fold,1,imagebind,he,uni2,macrophage,0.21446176318994292,0.6265668449197861,499 |
| patient_5fold,1,imagebind,he,uni2,cellularity,0.07349360416107464,0.5252969801059111,545 |
| patient_5fold,1,imagebind,if,convnext_tiny,immune,0.4637073355758153,0.774288770053476,499 |
| patient_5fold,1,imagebind,if,convnext_tiny,tumor_epith,0.24495578463626078,0.5366417112299466,499 |
| patient_5fold,1,imagebind,if,convnext_tiny,stroma,0.5889360367365846,0.8345882352941177,499 |
| patient_5fold,1,imagebind,if,convnext_tiny,proliferation,0.08798696578867149,0.5691122994652407,499 |
| patient_5fold,1,imagebind,if,convnext_tiny,vessels,-0.15661078559091515,0.46712299465240636,499 |
| patient_5fold,1,imagebind,if,convnext_tiny,macrophage,0.16147084615097174,0.628192513368984,499 |
| patient_5fold,1,imagebind,if,convnext_tiny,cellularity,0.1531702324568498,0.57825246887076,545 |
| patient_5fold,1,imagebind,if,fm:virtues,immune,0.46701352361770015,0.7569197860962565,499 |
| patient_5fold,1,imagebind,if,fm:virtues,tumor_epith,0.29446595397187253,0.5386951871657754,499 |
| patient_5fold,1,imagebind,if,fm:virtues,stroma,0.6558771850506654,0.8421604278074866,499 |
| patient_5fold,1,imagebind,if,fm:virtues,proliferation,0.0993876156931708,0.5602566844919786,499 |
| patient_5fold,1,imagebind,if,fm:virtues,vessels,-0.10956122263538322,0.5050481283422459,499 |
| patient_5fold,1,imagebind,if,fm:virtues,macrophage,0.23102308631055227,0.6788021390374332,499 |
| patient_5fold,1,imagebind,if,fm:virtues,cellularity,0.17201923790792575,0.6091133533705453,545 |
| patient_5fold,1,imagebind,markers,mlp,immune,0.5146318836866209,0.7621604278074867,499 |
| patient_5fold,1,imagebind,markers,mlp,tumor_epith,0.18328251252720876,0.4993796791443851,499 |
| patient_5fold,1,imagebind,markers,mlp,stroma,0.7650955583044363,0.9064812834224599,499 |
| patient_5fold,1,imagebind,markers,mlp,proliferation,0.24614167333362352,0.6838288770053476,499 |
| patient_5fold,1,imagebind,markers,mlp,vessels,0.01608683542893582,0.5736470588235293,499 |
| patient_5fold,1,imagebind,markers,mlp,macrophage,0.3939813242108378,0.7525989304812835,499 |
| patient_5fold,1,imagebind,markers,mlp,cellularity,0.35347717458155153,0.7145949620724201,545 |
| patient_5fold,1,imagebind,markers,fm:geneformer,immune,0.4643023586391183,0.771187165775401,499 |
| patient_5fold,1,imagebind,markers,fm:geneformer,tumor_epith,0.31030350492165515,0.57448128342246,499 |
| patient_5fold,1,imagebind,markers,fm:geneformer,stroma,0.704972874874247,0.8761497326203208,499 |
| patient_5fold,1,imagebind,markers,fm:geneformer,proliferation,0.30943844478220656,0.7269732620320855,499 |
| patient_5fold,1,imagebind,markers,fm:geneformer,vessels,-0.019207152254465263,0.5586310160427806,499 |
| patient_5fold,1,imagebind,markers,fm:geneformer,macrophage,0.16442924378572904,0.5592513368983957,499 |
| patient_5fold,1,imagebind,markers,fm:geneformer,cellularity,0.24575613921684272,0.668384141977959,545 |
| patient_5fold,1,imagebind,markers,fm:scgpt,immune,0.65160274498958,0.8333262032085561,499 |
| patient_5fold,1,imagebind,markers,fm:scgpt,tumor_epith,0.3585744156615645,0.5922780748663101,499 |
| patient_5fold,1,imagebind,markers,fm:scgpt,stroma,0.7215798723557172,0.8862245989304812,499 |
| patient_5fold,1,imagebind,markers,fm:scgpt,proliferation,0.4816276372144157,0.8366631016042781,499 |
| patient_5fold,1,imagebind,markers,fm:scgpt,vessels,0.009634016062526321,0.5848770053475937,499 |
| patient_5fold,1,imagebind,markers,fm:scgpt,macrophage,0.45165627819440163,0.705903743315508,499 |
| patient_5fold,1,imagebind,markers,fm:scgpt,cellularity,0.31984675543768226,0.6440174609989981,545 |
| patient_5fold,1,pathgenclip,he,uni2,immune,0.23982104688711986,0.6749304812834224,499 |
| patient_5fold,1,pathgenclip,he,uni2,tumor_epith,0.2118778957582879,0.5763208556149733,499 |
| patient_5fold,1,pathgenclip,he,uni2,stroma,0.3229902241169659,0.6659251336898395,499 |
| patient_5fold,1,pathgenclip,he,uni2,proliferation,0.2670910964292523,0.7244491978609625,499 |
| patient_5fold,1,pathgenclip,he,uni2,vessels,-0.2793103411463706,0.36909090909090914,499 |
| patient_5fold,1,pathgenclip,he,uni2,macrophage,-0.05102408167983536,0.5190588235294118,499 |
| patient_5fold,1,pathgenclip,he,uni2,cellularity,-0.2558306945595134,0.44999642192643485,545 |
| patient_5fold,1,pathgenclip,if,convnext_tiny,immune,0.4464731555619046,0.7815401069518717,499 |
| patient_5fold,1,pathgenclip,if,convnext_tiny,tumor_epith,0.28925527768066134,0.6137326203208555,499 |
| patient_5fold,1,pathgenclip,if,convnext_tiny,stroma,0.4112010849971406,0.7326631016042782,499 |
| patient_5fold,1,pathgenclip,if,convnext_tiny,proliferation,0.25941258563193154,0.749048128342246,499 |
| patient_5fold,1,pathgenclip,if,convnext_tiny,vessels,-0.2089945871911182,0.406951871657754,499 |
| patient_5fold,1,pathgenclip,if,convnext_tiny,macrophage,-0.014885324761201177,0.5324919786096257,499 |
| patient_5fold,1,pathgenclip,if,convnext_tiny,cellularity,-0.054898125902448656,0.5663017031630171,545 |
| patient_5fold,1,pathgenclip,if,fm:virtues,immune,0.4140847203338388,0.7697967914438504,499 |
| patient_5fold,1,pathgenclip,if,fm:virtues,tumor_epith,0.2996291526873195,0.6169625668449197,499 |
| patient_5fold,1,pathgenclip,if,fm:virtues,stroma,0.40807115802729926,0.7251336898395722,499 |
| patient_5fold,1,pathgenclip,if,fm:virtues,proliferation,0.19410802887151213,0.7130695187165775,499 |
| patient_5fold,1,pathgenclip,if,fm:virtues,vessels,-0.2362949882776162,0.3724919786096257,499 |
| patient_5fold,1,pathgenclip,if,fm:virtues,macrophage,-0.04154647868289163,0.5202352941176471,499 |
| patient_5fold,1,pathgenclip,if,fm:virtues,cellularity,0.022021950156118117,0.6178796336052669,545 |
| patient_5fold,1,pathgenclip,markers,mlp,immune,0.45713856489913557,0.7759786096256686,499 |
| patient_5fold,1,pathgenclip,markers,mlp,tumor_epith,0.3125059012275801,0.6468449197860964,499 |
| patient_5fold,1,pathgenclip,markers,mlp,stroma,0.5548139113342431,0.7939679144385026,499 |
| patient_5fold,1,pathgenclip,markers,mlp,proliferation,0.28158399104326837,0.7701604278074867,499 |
| patient_5fold,1,pathgenclip,markers,mlp,vessels,-0.25117515090453457,0.3823101604278075,499 |
| patient_5fold,1,pathgenclip,markers,mlp,macrophage,0.043810966401064085,0.6246631016042781,499 |
| patient_5fold,1,pathgenclip,markers,mlp,cellularity,-0.06612085549080989,0.5862673536567912,545 |
| patient_5fold,1,pathgenclip,markers,fm:geneformer,immune,0.5305723400445543,0.8032727272727274,499 |
| patient_5fold,1,pathgenclip,markers,fm:geneformer,tumor_epith,0.3540919100146707,0.7106737967914438,499 |
| patient_5fold,1,pathgenclip,markers,fm:geneformer,stroma,0.6519905553999805,0.8414117647058824,499 |
| patient_5fold,1,pathgenclip,markers,fm:geneformer,proliferation,0.20714416638180363,0.6951443850267378,499 |
| patient_5fold,1,pathgenclip,markers,fm:geneformer,vessels,-0.15866704542872326,0.45512299465240635,499 |
| patient_5fold,1,pathgenclip,markers,fm:geneformer,macrophage,-0.13329494237096864,0.5049625668449198,499 |
| patient_5fold,1,pathgenclip,markers,fm:geneformer,cellularity,-0.2849945502054024,0.43863603835694864,545 |
| patient_5fold,1,pathgenclip,markers,fm:scgpt,immune,0.6225102604320779,0.8644705882352941,499 |
| patient_5fold,1,pathgenclip,markers,fm:scgpt,tumor_epith,0.5106007751367425,0.7729839572192514,499 |
| patient_5fold,1,pathgenclip,markers,fm:scgpt,stroma,0.6702691215083959,0.8577112299465242,499 |
| patient_5fold,1,pathgenclip,markers,fm:scgpt,proliferation,0.4102292378615765,0.811614973262032,499 |
| patient_5fold,1,pathgenclip,markers,fm:scgpt,vessels,-0.16528279045206357,0.4032727272727273,499 |
| patient_5fold,1,pathgenclip,markers,fm:scgpt,macrophage,-0.05502595432707761,0.5376684491978609,499 |
| patient_5fold,1,pathgenclip,markers,fm:scgpt,cellularity,-0.17639169240859162,0.4664197795906684,545 |
| patient_5fold,1,plip,he,uni2,immune,0.2729072169181126,0.6891122994652407,499 |
| patient_5fold,1,plip,he,uni2,tumor_epith,0.5214203267417038,0.7494331550802139,499 |
| patient_5fold,1,plip,he,uni2,stroma,0.5231206387222832,0.794524064171123,499 |
| patient_5fold,1,plip,he,uni2,proliferation,0.41850003374241734,0.725903743315508,499 |
| patient_5fold,1,plip,he,uni2,vessels,0.08723320732490202,0.6230374331550801,499 |
| patient_5fold,1,plip,he,uni2,macrophage,0.22776587625559944,0.6398716577540107,499 |
| patient_5fold,1,plip,he,uni2,cellularity,0.16325283098676632,0.6129418920853013,545 |
| patient_5fold,1,plip,if,convnext_tiny,immune,0.4896576714800092,0.7931978609625668,499 |
| patient_5fold,1,plip,if,convnext_tiny,tumor_epith,0.4736359993979462,0.7235080213903743,499 |
| patient_5fold,1,plip,if,convnext_tiny,stroma,0.488039357783017,0.764663101604278,499 |
| patient_5fold,1,plip,if,convnext_tiny,proliferation,0.2986953910244484,0.7119572192513367,499 |
| patient_5fold,1,plip,if,convnext_tiny,vessels,0.0935491711257823,0.6213689839572193,499 |
| patient_5fold,1,plip,if,convnext_tiny,macrophage,0.3240836758411768,0.6781604278074865,499 |
| patient_5fold,1,plip,if,convnext_tiny,cellularity,0.12332763559047193,0.5804708744811793,545 |
| patient_5fold,1,plip,if,fm:virtues,immune,0.46415343386008684,0.7648983957219251,499 |
| patient_5fold,1,plip,if,fm:virtues,tumor_epith,0.4892836894490172,0.7446203208556149,499 |
| patient_5fold,1,plip,if,fm:virtues,stroma,0.5166169982055433,0.7588021390374331,499 |
| patient_5fold,1,plip,if,fm:virtues,proliferation,0.39587697152180157,0.7791229946524064,499 |
| patient_5fold,1,plip,if,fm:virtues,vessels,0.10791135827953849,0.6105454545454546,499 |
| patient_5fold,1,plip,if,fm:virtues,macrophage,0.29957197023939525,0.6670588235294118,499 |
| patient_5fold,1,plip,if,fm:virtues,cellularity,0.0741826124915502,0.5969836839845427,545 |
| patient_5fold,1,plip,markers,mlp,immune,0.48459500162473496,0.7702032085561498,499 |
| patient_5fold,1,plip,markers,mlp,tumor_epith,0.4455857437121144,0.6970053475935829,499 |
| patient_5fold,1,plip,markers,mlp,stroma,0.5926140110501977,0.8152299465240641,499 |
| patient_5fold,1,plip,markers,mlp,proliferation,0.5985120128074549,0.8973689839572192,499 |
| patient_5fold,1,plip,markers,mlp,vessels,0.06846755827548762,0.6137754010695187,499 |
| patient_5fold,1,plip,markers,mlp,macrophage,0.4945399690424033,0.7746524064171123,499 |
| patient_5fold,1,plip,markers,mlp,cellularity,0.33972558537925973,0.6929655073708316,545 |
| patient_5fold,1,plip,markers,fm:geneformer,immune,0.5213686534898411,0.7920641711229945,499 |
| patient_5fold,1,plip,markers,fm:geneformer,tumor_epith,0.59882428820181,0.8,499 |
| patient_5fold,1,plip,markers,fm:geneformer,stroma,0.5893892539608372,0.819614973262032,499 |
| patient_5fold,1,plip,markers,fm:geneformer,proliferation,0.5829683740917911,0.8329839572192513,499 |
| patient_5fold,1,plip,markers,fm:geneformer,vessels,0.23524086275328593,0.7047058823529412,499 |
| patient_5fold,1,plip,markers,fm:geneformer,macrophage,0.3087998217359911,0.693090909090909,499 |
| patient_5fold,1,plip,markers,fm:geneformer,cellularity,0.13379764146183398,0.6191677400887362,545 |
| patient_5fold,1,plip,markers,fm:scgpt,immune,0.6452240417351663,0.8423101604278075,499 |
| patient_5fold,1,plip,markers,fm:scgpt,tumor_epith,0.6379796032036764,0.7873155080213904,499 |
| patient_5fold,1,plip,markers,fm:scgpt,stroma,0.600044970931903,0.8318930481283423,499 |
| patient_5fold,1,plip,markers,fm:scgpt,proliferation,0.5499451288724858,0.8929625668449198,499 |
| patient_5fold,1,plip,markers,fm:scgpt,vessels,0.2288279678697086,0.6900320855614973,499 |
| patient_5fold,1,plip,markers,fm:scgpt,macrophage,0.3288502704715821,0.7174545454545455,499 |
| patient_5fold,1,plip,markers,fm:scgpt,cellularity,0.37373785205772253,0.7000143122942608,545 |
| patient_5fold,2,biomedclip,he,uni2,immune,0.548545243645387,0.7729439522342065,470 |
| patient_5fold,2,biomedclip,he,uni2,tumor_epith,0.32548943890371224,0.6790494992295839,470 |
| patient_5fold,2,biomedclip,he,uni2,stroma,0.46447696790161563,0.7728958012326658,470 |
| patient_5fold,2,biomedclip,he,uni2,proliferation,0.42644955789109584,0.7147293913713405,470 |
| patient_5fold,2,biomedclip,he,uni2,vessels,0.008416409864595199,0.5100154083204932,470 |
| patient_5fold,2,biomedclip,he,uni2,macrophage,-0.004886414537554759,0.4767430662557781,470 |
| patient_5fold,2,biomedclip,he,uni2,cellularity,0.26897198770632785,0.7439914545130852,547 |
| patient_5fold,2,biomedclip,if,convnext_tiny,immune,0.5999061070009847,0.8362625192604005,470 |
| patient_5fold,2,biomedclip,if,convnext_tiny,tumor_epith,0.346040010856694,0.7279949922958397,470 |
| patient_5fold,2,biomedclip,if,convnext_tiny,stroma,0.39511904387001545,0.7222890986132511,470 |
| patient_5fold,2,biomedclip,if,convnext_tiny,proliferation,0.33513273481346756,0.6676617873651772,470 |
| patient_5fold,2,biomedclip,if,convnext_tiny,vessels,-0.13054767400363856,0.47014637904468415,470 |
| patient_5fold,2,biomedclip,if,convnext_tiny,macrophage,0.1798745196157785,0.6092305469953775,470 |
| patient_5fold,2,biomedclip,if,convnext_tiny,cellularity,0.2512497989917585,0.7272743457361581,547 |
| patient_5fold,2,biomedclip,if,fm:virtues,immune,0.6489743445342843,0.8712201463790447,470 |
| patient_5fold,2,biomedclip,if,fm:virtues,tumor_epith,0.42564405899571905,0.8145704930662558,470 |
| patient_5fold,2,biomedclip,if,fm:virtues,stroma,0.5030480235806406,0.7607858243451463,470 |
| patient_5fold,2,biomedclip,if,fm:virtues,proliferation,0.3127670738300599,0.6699971109399075,470 |
| patient_5fold,2,biomedclip,if,fm:virtues,vessels,-0.0662239670974485,0.5116284668721109,470 |
| patient_5fold,2,biomedclip,if,fm:virtues,macrophage,0.1631601422783323,0.618114406779661,470 |
| patient_5fold,2,biomedclip,if,fm:virtues,cellularity,0.22738131041280518,0.7321523945166459,547 |
| patient_5fold,2,biomedclip,markers,mlp,immune,0.7420159671269411,0.898088405238829,470 |
| patient_5fold,2,biomedclip,markers,mlp,tumor_epith,0.34702313017537845,0.7942507704160247,470 |
| patient_5fold,2,biomedclip,markers,mlp,stroma,0.6315533552108539,0.8358773112480739,470 |
| patient_5fold,2,biomedclip,markers,mlp,proliferation,0.37739326867397854,0.7545502696456086,470 |
| patient_5fold,2,biomedclip,markers,mlp,vessels,-0.24406257561491346,0.41489310477657937,470 |
| patient_5fold,2,biomedclip,markers,mlp,macrophage,0.028371233404644827,0.56307781201849,470 |
| patient_5fold,2,biomedclip,markers,mlp,cellularity,-0.2829255969740625,0.5093110201175004,547 |
| patient_5fold,2,biomedclip,markers,fm:geneformer,immune,0.6121098274742434,0.8310140600924499,470 |
| patient_5fold,2,biomedclip,markers,fm:geneformer,tumor_epith,0.2730447521276598,0.7179555084745762,470 |
| patient_5fold,2,biomedclip,markers,fm:geneformer,stroma,0.6283835954669933,0.8583397534668721,470 |
| patient_5fold,2,biomedclip,markers,fm:geneformer,proliferation,0.22077259256245685,0.6978765408320493,470 |
| patient_5fold,2,biomedclip,markers,fm:geneformer,vessels,-0.11413658875248445,0.4831230739599384,470 |
| patient_5fold,2,biomedclip,markers,fm:geneformer,macrophage,0.03983827970204086,0.5371003466872111,470 |
| patient_5fold,2,biomedclip,markers,fm:geneformer,cellularity,-0.22193196146978844,0.49382232508456475,547 |
| patient_5fold,2,biomedclip,markers,fm:scgpt,immune,0.6432478944799456,0.8360458397534669,470 |
| patient_5fold,2,biomedclip,markers,fm:scgpt,tumor_epith,0.4022761101390082,0.7883281972265024,470 |
| patient_5fold,2,biomedclip,markers,fm:scgpt,stroma,0.7345923222399618,0.9377407550077042,470 |
| patient_5fold,2,biomedclip,markers,fm:scgpt,proliferation,0.4324959604445024,0.7904468412942989,470 |
| patient_5fold,2,biomedclip,markers,fm:scgpt,vessels,-0.1445327655376108,0.4421465716486903,470 |
| patient_5fold,2,biomedclip,markers,fm:scgpt,macrophage,0.19093160460438788,0.5927147534668721,470 |
| patient_5fold,2,biomedclip,markers,fm:scgpt,cellularity,-0.23591629215523421,0.4993768915791348,547 |
| patient_5fold,2,imagebind,he,uni2,immune,0.4169472153694232,0.7196167180277351,470 |
| patient_5fold,2,imagebind,he,uni2,tumor_epith,0.442912084659025,0.6783994607087829,470 |
| patient_5fold,2,imagebind,he,uni2,stroma,0.5839703127260865,0.8391034283513098,470 |
| patient_5fold,2,imagebind,he,uni2,proliferation,0.21834862062688853,0.5767045454545454,470 |
| patient_5fold,2,imagebind,he,uni2,vessels,0.08419793678895054,0.5864310477657936,470 |
| patient_5fold,2,imagebind,he,uni2,macrophage,0.15377590788447523,0.5828678736517718,470 |
| patient_5fold,2,imagebind,he,uni2,cellularity,0.4199955076814296,0.7148299804165924,547 |
| patient_5fold,2,imagebind,if,convnext_tiny,immune,0.5960274656240714,0.8291602465331278,470 |
| patient_5fold,2,imagebind,if,convnext_tiny,tumor_epith,0.39079672712149793,0.6569722650231125,470 |
| patient_5fold,2,imagebind,if,convnext_tiny,stroma,0.6083640198661174,0.8668143297380586,470 |
| patient_5fold,2,imagebind,if,convnext_tiny,proliferation,0.20977208635376998,0.5529179506933745,470 |
| patient_5fold,2,imagebind,if,convnext_tiny,vessels,0.08887824888943001,0.5828919491525424,470 |
| patient_5fold,2,imagebind,if,convnext_tiny,macrophage,0.15980170217810272,0.5987095531587057,470 |
| patient_5fold,2,imagebind,if,convnext_tiny,cellularity,0.33333563075605827,0.6960121061064625,547 |
| patient_5fold,2,imagebind,if,fm:virtues,immune,0.7414061567446243,0.8866284668721109,470 |
| patient_5fold,2,imagebind,if,fm:virtues,tumor_epith,0.26083807811106235,0.5799306625577813,470 |
| patient_5fold,2,imagebind,if,fm:virtues,stroma,0.6555783566339463,0.9034572419106317,470 |
| patient_5fold,2,imagebind,if,fm:virtues,proliferation,0.2333594964762459,0.6036209553158706,470 |
| patient_5fold,2,imagebind,if,fm:virtues,vessels,0.16883547364891913,0.6147679121725732,470 |
| patient_5fold,2,imagebind,if,fm:virtues,macrophage,0.13952535168952512,0.5844087057010786,470 |
| patient_5fold,2,imagebind,if,fm:virtues,cellularity,0.32774612909238576,0.7131030799359089,547 |
| patient_5fold,2,imagebind,markers,mlp,immune,0.8199446137065165,0.9217546224961479,470 |
| patient_5fold,2,imagebind,markers,mlp,tumor_epith,0.445062431817877,0.6958541987673343,470 |
| patient_5fold,2,imagebind,markers,mlp,stroma,0.7953914700781897,0.935646186440678,470 |
| patient_5fold,2,imagebind,markers,mlp,proliferation,0.36853254377649286,0.698550654853621,470 |
| patient_5fold,2,imagebind,markers,mlp,vessels,0.21374910114431853,0.6719231510015409,470 |
| patient_5fold,2,imagebind,markers,mlp,macrophage,0.03495394971351383,0.5269404853620956,470 |
| patient_5fold,2,imagebind,markers,mlp,cellularity,0.28948337320167944,0.7246038810753072,547 |
| patient_5fold,2,imagebind,markers,fm:geneformer,immune,0.6643761598471021,0.8635882126348228,470 |
| patient_5fold,2,imagebind,markers,fm:geneformer,tumor_epith,0.5110809809474232,0.699248844375963,470 |
| patient_5fold,2,imagebind,markers,fm:geneformer,stroma,0.7146707652363707,0.9192748459167951,470 |
| patient_5fold,2,imagebind,markers,fm:geneformer,proliferation,0.16381636860506849,0.5899942218798151,470 |
| patient_5fold,2,imagebind,markers,fm:geneformer,vessels,0.2674657925299051,0.6623892526964561,470 |
| patient_5fold,2,imagebind,markers,fm:geneformer,macrophage,0.1652921147964419,0.5989503081664099,470 |
| patient_5fold,2,imagebind,markers,fm:geneformer,cellularity,0.09053722778789675,0.5857219156133168,547 |
| patient_5fold,2,imagebind,markers,fm:scgpt,immune,0.7155049924327032,0.8772149460708782,470 |
| patient_5fold,2,imagebind,markers,fm:scgpt,tumor_epith,0.44104351081296217,0.6384341294298922,470 |
| patient_5fold,2,imagebind,markers,fm:scgpt,stroma,0.7888223946943592,0.9428688366718028,470 |
| patient_5fold,2,imagebind,markers,fm:scgpt,proliferation,0.4534957184766887,0.7352898690292757,470 |
| patient_5fold,2,imagebind,markers,fm:scgpt,vessels,0.1709973878724899,0.6520608628659477,470 |
| patient_5fold,2,imagebind,markers,fm:scgpt,macrophage,0.24714025315016,0.634726502311248,470 |
| patient_5fold,2,imagebind,markers,fm:scgpt,cellularity,0.4643501593984729,0.7393270429054657,547 |
| patient_5fold,2,pathgenclip,he,uni2,immune,0.3860375960931844,0.7279949922958397,470 |
| patient_5fold,2,pathgenclip,he,uni2,tumor_epith,0.44519043503371636,0.7402253466872112,470 |
| patient_5fold,2,pathgenclip,he,uni2,stroma,0.34980175938810637,0.7568133667180277,470 |
| patient_5fold,2,pathgenclip,he,uni2,proliferation,0.36304058348631246,0.7239503081664097,470 |
| patient_5fold,2,pathgenclip,he,uni2,vessels,-0.22718361296345227,0.38323382126348227,470 |
| patient_5fold,2,pathgenclip,he,uni2,macrophage,-0.21699008876690737,0.3891082434514638,470 |
| patient_5fold,2,pathgenclip,he,uni2,cellularity,-0.09747066316501919,0.6223428876624533,547 |
| patient_5fold,2,pathgenclip,if,convnext_tiny,immune,0.5522227724246446,0.8523449537750386,470 |
| patient_5fold,2,pathgenclip,if,convnext_tiny,tumor_epith,0.20692936939652093,0.6382174499229585,470 |
| patient_5fold,2,pathgenclip,if,convnext_tiny,stroma,0.48159393017037583,0.8187355546995377,470 |
| patient_5fold,2,pathgenclip,if,convnext_tiny,proliferation,0.22484995167356486,0.6505441063174113,470 |
| patient_5fold,2,pathgenclip,if,convnext_tiny,vessels,-0.1905056097294949,0.4273401386748845,470 |
| patient_5fold,2,pathgenclip,if,convnext_tiny,macrophage,-0.040528786567476,0.5030335130970724,470 |
| patient_5fold,2,pathgenclip,if,convnext_tiny,cellularity,0.05045534604009947,0.6545308883745772,547 |
| patient_5fold,2,pathgenclip,if,fm:virtues,immune,0.629261149013736,0.8905046224961479,470 |
| patient_5fold,2,pathgenclip,if,fm:virtues,tumor_epith,0.26400437658227194,0.6845868644067796,470 |
| patient_5fold,2,pathgenclip,if,fm:virtues,stroma,0.5145761554502162,0.8339271956856703,470 |
| patient_5fold,2,pathgenclip,if,fm:virtues,proliferation,0.16446020858125776,0.6327282357473036,470 |
| patient_5fold,2,pathgenclip,if,fm:virtues,vessels,-0.19956825713625145,0.4259678351309707,470 |
| patient_5fold,2,pathgenclip,if,fm:virtues,macrophage,-0.21983295040761205,0.4359591679506934,470 |
| patient_5fold,2,pathgenclip,if,fm:virtues,cellularity,-0.016200781990213225,0.6645362293038988,547 |
| patient_5fold,2,pathgenclip,markers,mlp,immune,0.6470727511553546,0.886688655624037,470 |
| patient_5fold,2,pathgenclip,markers,mlp,tumor_epith,0.42066754807045503,0.821985747303544,470 |
| patient_5fold,2,pathgenclip,markers,mlp,stroma,0.5581047333082254,0.8842209167950693,470 |
| patient_5fold,2,pathgenclip,markers,mlp,proliferation,0.11568693370281066,0.6166698767334362,470 |
| patient_5fold,2,pathgenclip,markers,mlp,vessels,-0.4716079964150426,0.24164580123266563,470 |
| patient_5fold,2,pathgenclip,markers,mlp,macrophage,-0.2138809259879103,0.47881355932203384,470 |
| patient_5fold,2,pathgenclip,markers,mlp,cellularity,-0.10650561948351495,0.6390243902439026,547 |
| patient_5fold,2,pathgenclip,markers,fm:geneformer,immune,0.6227590862659672,0.8752407550077043,470 |
| patient_5fold,2,pathgenclip,markers,fm:geneformer,tumor_epith,0.5405538995065123,0.8177243836671803,470 |
| patient_5fold,2,pathgenclip,markers,fm:geneformer,stroma,0.6223450951633478,0.8652012711864406,470 |
| patient_5fold,2,pathgenclip,markers,fm:geneformer,proliferation,0.10968646510586745,0.592185092449923,470 |
| patient_5fold,2,pathgenclip,markers,fm:geneformer,vessels,-0.34458641072159507,0.31702619414483824,470 |
| patient_5fold,2,pathgenclip,markers,fm:geneformer,macrophage,-0.15168168886542346,0.47965620184899843,470 |
| patient_5fold,2,pathgenclip,markers,fm:geneformer,cellularity,-0.22595624722752394,0.48853480505607977,547 |
| patient_5fold,2,pathgenclip,markers,fm:scgpt,immune,0.7090135632245805,0.9335997688751926,470 |
| patient_5fold,2,pathgenclip,markers,fm:scgpt,tumor_epith,0.5635878882105811,0.8234062018489985,470 |
| patient_5fold,2,pathgenclip,markers,fm:scgpt,stroma,0.655601902341542,0.9171321263482282,470 |
| patient_5fold,2,pathgenclip,markers,fm:scgpt,proliferation,0.3532274788743449,0.7484832434514639,470 |
| patient_5fold,2,pathgenclip,markers,fm:scgpt,vessels,-0.17345443932581553,0.3563896379044684,470 |
| patient_5fold,2,pathgenclip,markers,fm:scgpt,macrophage,-0.012816965505269359,0.554747688751926,470 |
| patient_5fold,2,pathgenclip,markers,fm:scgpt,cellularity,-0.184971529735131,0.5234288766245327,547 |
| patient_5fold,2,plip,he,uni2,immune,0.349035478718483,0.684370184899846,470 |
| patient_5fold,2,plip,he,uni2,tumor_epith,0.4393765004723606,0.7062066640986133,470 |
| patient_5fold,2,plip,he,uni2,stroma,0.4039007076262685,0.7456182588597844,470 |
| patient_5fold,2,plip,he,uni2,proliferation,0.29755911131218965,0.6373025808936825,470 |
| patient_5fold,2,plip,he,uni2,vessels,0.17100708971768525,0.6755344761171032,470 |
| patient_5fold,2,plip,he,uni2,macrophage,0.1625176379446746,0.5802436440677965,470 |
| patient_5fold,2,plip,he,uni2,cellularity,0.3055669885439158,0.7167883211678832,547 |
| patient_5fold,2,plip,if,convnext_tiny,immune,0.44242257576768723,0.762615562403698,470 |
| patient_5fold,2,plip,if,convnext_tiny,tumor_epith,0.4538522630354161,0.7594616718027735,470 |
| patient_5fold,2,plip,if,convnext_tiny,stroma,0.34723037928089073,0.7194000385208013,470 |
| patient_5fold,2,plip,if,convnext_tiny,proliferation,0.22548608697843955,0.5710949537750385,470 |
| patient_5fold,2,plip,if,convnext_tiny,vessels,0.10624112064880768,0.6396138289676425,470 |
| patient_5fold,2,plip,if,convnext_tiny,macrophage,0.2347956117120902,0.635761748844376,470 |
| patient_5fold,2,plip,if,convnext_tiny,cellularity,0.3071185301195351,0.7261883567740787,547 |
| patient_5fold,2,plip,if,fm:virtues,immune,0.582754612088563,0.8409572419106318,470 |
| patient_5fold,2,plip,if,fm:virtues,tumor_epith,0.6148634472842643,0.8296658320493067,470 |
| patient_5fold,2,plip,if,fm:virtues,stroma,0.29221090599815025,0.7202426810477658,470 |
| patient_5fold,2,plip,if,fm:virtues,proliferation,0.2593815827341317,0.6206182588597843,470 |
| patient_5fold,2,plip,if,fm:virtues,vessels,0.22511558183942473,0.7040880200308167,470 |
| patient_5fold,2,plip,if,fm:virtues,macrophage,0.2304496165099741,0.608050847457627,470 |
| patient_5fold,2,plip,if,fm:virtues,cellularity,0.3331683493371851,0.6900836745593733,547 |
| patient_5fold,2,plip,markers,mlp,immune,0.7511009397711527,0.880729969183359,470 |
| patient_5fold,2,plip,markers,mlp,tumor_epith,0.6654479908527741,0.8722553929121726,470 |
| patient_5fold,2,plip,markers,mlp,stroma,0.5525885464329767,0.8201078582434514,470 |
| patient_5fold,2,plip,markers,mlp,proliferation,0.5333495786239003,0.7594135208012327,470 |
| patient_5fold,2,plip,markers,mlp,vessels,0.33601500796424427,0.7616043913713405,470 |
| patient_5fold,2,plip,markers,mlp,macrophage,0.2882413642340269,0.6591149845916795,470 |
| patient_5fold,2,plip,markers,mlp,cellularity,0.44401566034757955,0.7659782802207584,547 |
| patient_5fold,2,plip,markers,fm:geneformer,immune,0.6011884309749447,0.8502022342064715,470 |
| patient_5fold,2,plip,markers,fm:geneformer,tumor_epith,0.6651013847423519,0.83159187211094,470 |
| patient_5fold,2,plip,markers,fm:geneformer,stroma,0.4849933638339427,0.8232135978428351,470 |
| patient_5fold,2,plip,markers,fm:geneformer,proliferation,0.27955217697858464,0.6422380585516179,470 |
| patient_5fold,2,plip,markers,fm:geneformer,vessels,0.2942338933151034,0.703413906009245,470 |
| patient_5fold,2,plip,markers,fm:geneformer,macrophage,0.26227239987142037,0.6367247688751926,470 |
| patient_5fold,2,plip,markers,fm:geneformer,cellularity,0.12756152194457412,0.5776571123375468,547 |
| patient_5fold,2,plip,markers,fm:scgpt,immune,0.7576765126408231,0.9039628274268106,470 |
| patient_5fold,2,plip,markers,fm:scgpt,tumor_epith,0.6724470238331322,0.8193855932203389,470 |
| patient_5fold,2,plip,markers,fm:scgpt,stroma,0.675437184095747,0.9181432973805856,470 |
| patient_5fold,2,plip,markers,fm:scgpt,proliferation,0.5320020257295504,0.7952137904468413,470 |
| patient_5fold,2,plip,markers,fm:scgpt,vessels,0.3705772990544943,0.7666602465331279,470 |
| patient_5fold,2,plip,markers,fm:scgpt,macrophage,0.27220840281208936,0.6213164483821265,470 |
| patient_5fold,2,plip,markers,fm:scgpt,cellularity,0.26452761039065503,0.6500267046466085,547 |
| patient_5fold,3,biomedclip,he,uni2,immune,0.5827064717518843,0.8095080358238252,659 |
| patient_5fold,3,biomedclip,he,uni2,tumor_epith,0.5635681891281983,0.7858913016807754,659 |
| patient_5fold,3,biomedclip,he,uni2,stroma,0.49279594940893345,0.7566065513433934,659 |
| patient_5fold,3,biomedclip,he,uni2,proliferation,0.265791344236652,0.6762605815237395,659 |
| patient_5fold,3,biomedclip,he,uni2,vessels,-0.04876562065835883,0.4997791682002209,659 |
| patient_5fold,3,biomedclip,he,uni2,macrophage,0.16757477961911169,0.6038654398520034,659 |
| patient_5fold,3,biomedclip,he,uni2,cellularity,0.04044343065931395,0.5849259641873278,704 |
| patient_5fold,3,biomedclip,if,convnext_tiny,immune,0.558801189870792,0.8413078149920256,659 |
| patient_5fold,3,biomedclip,if,convnext_tiny,tumor_epith,0.422570233046511,0.713409397619924,659 |
| patient_5fold,3,biomedclip,if,convnext_tiny,stroma,0.4432671583659158,0.6938657833394676,659 |
| patient_5fold,3,biomedclip,if,convnext_tiny,proliferation,0.056023998559739316,0.592442645074224,659 |
| patient_5fold,3,biomedclip,if,convnext_tiny,vessels,-0.10759394438179647,0.45887621150779045,659 |
| patient_5fold,3,biomedclip,if,convnext_tiny,macrophage,0.16383682340854613,0.6218781948298526,659 |
| patient_5fold,3,biomedclip,if,convnext_tiny,cellularity,0.13135500411227824,0.6715844524793388,704 |
| patient_5fold,3,biomedclip,if,fm:virtues,immune,0.5244179308680923,0.7951907741381425,659 |
| patient_5fold,3,biomedclip,if,fm:virtues,tumor_epith,0.3523090505413862,0.698098392835235,659 |
| patient_5fold,3,biomedclip,if,fm:virtues,stroma,0.4878550150782157,0.6932646301067353,659 |
| patient_5fold,3,biomedclip,if,fm:virtues,proliferation,0.1562831521056781,0.6828241933505091,659 |
| patient_5fold,3,biomedclip,if,fm:virtues,vessels,-0.141104918132181,0.4336032388663968,659 |
| patient_5fold,3,biomedclip,if,fm:virtues,macrophage,0.09892314026639501,0.5732437563896597,659 |
| patient_5fold,3,biomedclip,if,fm:virtues,cellularity,0.14787831701616938,0.6721763085399448,704 |
| patient_5fold,3,biomedclip,markers,mlp,immune,0.6734444303082076,0.8508281192491718,659 |
| patient_5fold,3,biomedclip,markers,mlp,tumor_epith,0.5353818899560078,0.8372960372960374,659 |
| patient_5fold,3,biomedclip,markers,mlp,stroma,0.6046481649830237,0.8151024414182308,659 |
| patient_5fold,3,biomedclip,markers,mlp,proliferation,0.40566863409421694,0.7996074101337258,659 |
| patient_5fold,3,biomedclip,markers,mlp,vessels,-0.302993111505303,0.35466813887866516,659 |
| patient_5fold,3,biomedclip,markers,mlp,macrophage,0.28837351297869246,0.6978360352465801,659 |
| patient_5fold,3,biomedclip,markers,mlp,cellularity,0.16143777312459115,0.7016937844352616,704 |
| patient_5fold,3,biomedclip,markers,fm:geneformer,immune,0.5959831423036168,0.850668629615998,659 |
| patient_5fold,3,biomedclip,markers,fm:geneformer,tumor_epith,0.5718744827680181,0.8086247086247087,659 |
| patient_5fold,3,biomedclip,markers,fm:geneformer,stroma,0.6524937829080791,0.823997055576003,659 |
| patient_5fold,3,biomedclip,markers,fm:geneformer,proliferation,0.4177509486541046,0.7803950435529382,659 |
| patient_5fold,3,biomedclip,markers,fm:geneformer,vessels,-0.19862779418092646,0.4201570359465096,659 |
| patient_5fold,3,biomedclip,markers,fm:geneformer,macrophage,0.20664712906157565,0.6757825811791053,659 |
| patient_5fold,3,biomedclip,markers,fm:geneformer,cellularity,0.13577961189839563,0.6185326274104682,704 |
| patient_5fold,3,biomedclip,markers,fm:scgpt,immune,0.7030680886129371,0.9034228928965771,659 |
| patient_5fold,3,biomedclip,markers,fm:scgpt,tumor_epith,0.5217642773206494,0.8071156913262176,659 |
| patient_5fold,3,biomedclip,markers,fm:scgpt,stroma,0.7267211195399823,0.8671696724328304,659 |
| patient_5fold,3,biomedclip,markers,fm:scgpt,proliferation,0.5208620392867744,0.8631333578702,659 |
| patient_5fold,3,biomedclip,markers,fm:scgpt,vessels,-0.12613151058931188,0.47659182922340815,659 |
| patient_5fold,3,biomedclip,markers,fm:scgpt,macrophage,0.3388325424177388,0.7466286938318485,659 |
| patient_5fold,3,biomedclip,markers,fm:scgpt,cellularity,-0.004008729253445293,0.5863787017906336,704 |
| patient_5fold,3,imagebind,he,uni2,immune,0.5778655474503134,0.8107348791559317,659 |
| patient_5fold,3,imagebind,he,uni2,tumor_epith,0.5886702144995836,0.7264262053735737,659 |
| patient_5fold,3,imagebind,he,uni2,stroma,0.6130141799844548,0.8322905165010428,659 |
| patient_5fold,3,imagebind,he,uni2,proliferation,0.364228879622045,0.6776469144890197,659 |
| patient_5fold,3,imagebind,he,uni2,vessels,0.026107266868940573,0.5463869463869464,659 |
| patient_5fold,3,imagebind,he,uni2,macrophage,0.20305801353950817,0.6214522175161871,659 |
| patient_5fold,3,imagebind,he,uni2,cellularity,-0.0019625944912669527,0.5121707128099173,704 |
| patient_5fold,3,imagebind,if,convnext_tiny,immune,0.47291354797861057,0.7851920009814747,659 |
| patient_5fold,3,imagebind,if,convnext_tiny,tumor_epith,0.5121125430558644,0.7275058275058275,659 |
| patient_5fold,3,imagebind,if,convnext_tiny,stroma,0.5788561484221646,0.8450987608882345,659 |
| patient_5fold,3,imagebind,if,convnext_tiny,proliferation,0.05966710721073818,0.542914979757085,659 |
| patient_5fold,3,imagebind,if,convnext_tiny,vessels,0.011069020340887765,0.5114832535885168,659 |
| patient_5fold,3,imagebind,if,convnext_tiny,macrophage,0.2571297723455748,0.6335743147850641,659 |
| patient_5fold,3,imagebind,if,convnext_tiny,cellularity,-0.20479104658371114,0.42545841942148754,704 |
| patient_5fold,3,imagebind,if,fm:virtues,immune,0.5495772818382737,0.8006256900993743,659 |
| patient_5fold,3,imagebind,if,fm:virtues,tumor_epith,0.4983076078504685,0.7121702858544965,659 |
| patient_5fold,3,imagebind,if,fm:virtues,stroma,0.61491761775876,0.8507299717826033,659 |
| patient_5fold,3,imagebind,if,fm:virtues,proliferation,0.15787136805847674,0.6075328180591337,659 |
| patient_5fold,3,imagebind,if,fm:virtues,vessels,-0.02737853370225011,0.511164274322169,659 |
| patient_5fold,3,imagebind,if,fm:virtues,macrophage,0.39784744511050923,0.7230417214351784,659 |
| patient_5fold,3,imagebind,if,fm:virtues,cellularity,-0.08991679420395605,0.45827952823691454,704 |
| patient_5fold,3,imagebind,markers,mlp,immune,0.7373642166807144,0.8827628511839037,659 |
| patient_5fold,3,imagebind,markers,mlp,tumor_epith,0.4168043434597733,0.6444730707888603,659 |
| patient_5fold,3,imagebind,markers,mlp,stroma,0.7327663875553445,0.9134339344865661,659 |
| patient_5fold,3,imagebind,markers,mlp,proliferation,0.3243232302617289,0.6824929456508404,659 |
| patient_5fold,3,imagebind,markers,mlp,vessels,0.017550250148964722,0.5584836216415163,659 |
| patient_5fold,3,imagebind,markers,mlp,macrophage,0.34865159895080516,0.7503407818509322,659 |
| patient_5fold,3,imagebind,markers,mlp,cellularity,0.12492460439550952,0.5476605544077136,704 |
| patient_5fold,3,imagebind,markers,fm:geneformer,immune,0.6479544807545825,0.8698073855968593,659 |
| patient_5fold,3,imagebind,markers,fm:geneformer,tumor_epith,0.5543949468044207,0.6767881241565452,659 |
| patient_5fold,3,imagebind,markers,fm:geneformer,stroma,0.7424860523386264,0.8843822843822844,659 |
| patient_5fold,3,imagebind,markers,fm:geneformer,proliferation,0.30984335647491823,0.6916697337749969,659 |
| patient_5fold,3,imagebind,markers,fm:geneformer,vessels,0.01995264450088325,0.5806772175193228,659 |
| patient_5fold,3,imagebind,markers,fm:geneformer,macrophage,0.19724317243765307,0.6098656345844895,659 |
| patient_5fold,3,imagebind,markers,fm:geneformer,cellularity,0.0689602409046438,0.5248471935261708,704 |
| patient_5fold,3,imagebind,markers,fm:scgpt,immune,0.7067473998944774,0.9197031039136303,659 |
| patient_5fold,3,imagebind,markers,fm:scgpt,tumor_epith,0.619000689249253,0.6940252729726414,659 |
| patient_5fold,3,imagebind,markers,fm:scgpt,stroma,0.7611638131191959,0.9042571463624095,659 |
| patient_5fold,3,imagebind,markers,fm:scgpt,proliferation,0.6221608103973143,0.8696356275303643,659 |
| patient_5fold,3,imagebind,markers,fm:scgpt,vessels,-0.009397318866121286,0.5458594037541407,659 |
| patient_5fold,3,imagebind,markers,fm:scgpt,macrophage,0.36433041536634797,0.7005257777128668,659 |
| patient_5fold,3,imagebind,markers,fm:scgpt,cellularity,0.34630119777368984,0.64435907369146,704 |
| patient_5fold,3,pathgenclip,he,uni2,immune,0.37311409798092476,0.7021224389645443,659 |
| patient_5fold,3,pathgenclip,he,uni2,tumor_epith,0.5035725778777361,0.7402281928597718,659 |
| patient_5fold,3,pathgenclip,he,uni2,stroma,0.43694935415242525,0.7778432094221568,659 |
| patient_5fold,3,pathgenclip,he,uni2,proliferation,0.06633440118182685,0.5782112624217887,659 |
| patient_5fold,3,pathgenclip,he,uni2,vessels,-0.19859662364474998,0.3730953257269046,659 |
| patient_5fold,3,pathgenclip,he,uni2,macrophage,-0.017893102399331055,0.5578964023173165,659 |
| patient_5fold,3,pathgenclip,he,uni2,cellularity,-0.11921131312610096,0.5334022038567493,704 |
| patient_5fold,3,pathgenclip,if,convnext_tiny,immune,0.36640449186452223,0.7557354925775979,659 |
| patient_5fold,3,pathgenclip,if,convnext_tiny,tumor_epith,0.42453814832522124,0.7314807999018524,659 |
| patient_5fold,3,pathgenclip,if,convnext_tiny,stroma,0.5020759480020481,0.81624340571709,659 |
| patient_5fold,3,pathgenclip,if,convnext_tiny,proliferation,-0.07116741637484678,0.560495644706171,659 |
| patient_5fold,3,pathgenclip,if,convnext_tiny,vessels,-0.14436971155143863,0.41792418108207585,659 |
| patient_5fold,3,pathgenclip,if,convnext_tiny,macrophage,-0.1446464708228875,0.47433182415656494,659 |
| patient_5fold,3,pathgenclip,if,convnext_tiny,cellularity,-0.07594840692174412,0.5581310261707988,704 |
| patient_5fold,3,pathgenclip,if,fm:virtues,immune,0.32819044876872916,0.7286958655379708,659 |
| patient_5fold,3,pathgenclip,if,fm:virtues,tumor_epith,0.42733177231378544,0.7414550361918782,659 |
| patient_5fold,3,pathgenclip,if,fm:virtues,stroma,0.5376769730527283,0.8300085879033248,659 |
| patient_5fold,3,pathgenclip,if,fm:virtues,proliferation,0.18559567342369185,0.6873389768126611,659 |
| patient_5fold,3,pathgenclip,if,fm:virtues,vessels,-0.19512789806004144,0.3883817936449515,659 |
| patient_5fold,3,pathgenclip,if,fm:virtues,macrophage,-0.12742628953941612,0.4422739886081495,659 |
| patient_5fold,3,pathgenclip,if,fm:virtues,cellularity,0.17017474757944456,0.714424070247934,704 |
| patient_5fold,3,pathgenclip,markers,mlp,immune,0.620211664019799,0.8651085756348915,659 |
| patient_5fold,3,pathgenclip,markers,mlp,tumor_epith,0.2595632496512326,0.6564838670101828,659 |
| patient_5fold,3,pathgenclip,markers,mlp,stroma,0.7370650534735261,0.9066494908600171,659 |
| patient_5fold,3,pathgenclip,markers,mlp,proliferation,0.013406891771325377,0.6427677585572322,659 |
| patient_5fold,3,pathgenclip,markers,mlp,vessels,-0.22887318457380784,0.39574285363759054,659 |
| patient_5fold,3,pathgenclip,markers,mlp,macrophage,0.06527257160526502,0.6206367752300278,659 |
| patient_5fold,3,pathgenclip,markers,mlp,cellularity,-0.03169631030906373,0.6047154786501377,704 |
| patient_5fold,3,pathgenclip,markers,fm:geneformer,immune,0.5441102559388868,0.8295914611704085,659 |
| patient_5fold,3,pathgenclip,markers,fm:geneformer,tumor_epith,0.5970824548235317,0.8257882468408784,659 |
| patient_5fold,3,pathgenclip,markers,fm:geneformer,stroma,0.65297755255376,0.8395779658937554,659 |
| patient_5fold,3,pathgenclip,markers,fm:geneformer,proliferation,0.32640025244265836,0.7386087596613913,659 |
| patient_5fold,3,pathgenclip,markers,fm:geneformer,vessels,-0.14894279215313597,0.4051527419948473,659 |
| patient_5fold,3,pathgenclip,markers,fm:geneformer,macrophage,-0.10770568544158163,0.5075093715009007,659 |
| patient_5fold,3,pathgenclip,markers,fm:geneformer,cellularity,-0.22895423591783556,0.4706224173553719,704 |
| patient_5fold,3,pathgenclip,markers,fm:scgpt,immune,0.5865449290697565,0.88675009201325,659 |
| patient_5fold,3,pathgenclip,markers,fm:scgpt,tumor_epith,0.3854901492018328,0.7552324868114342,659 |
| patient_5fold,3,pathgenclip,markers,fm:scgpt,stroma,0.6552060717409722,0.8897435897435897,659 |
| patient_5fold,3,pathgenclip,markers,fm:scgpt,proliferation,0.3479999468440219,0.7679916574653417,659 |
| patient_5fold,3,pathgenclip,markers,fm:scgpt,vessels,-0.0701766406083401,0.48717948717948717,659 |
| patient_5fold,3,pathgenclip,markers,fm:scgpt,macrophage,0.14876741211346106,0.6759773136653522,659 |
| patient_5fold,3,pathgenclip,markers,fm:scgpt,cellularity,-0.34689339133263913,0.40421616735537186,704 |
| patient_5fold,3,plip,he,uni2,immune,0.44325223636321676,0.7379339958287328,659 |
| patient_5fold,3,plip,he,uni2,tumor_epith,0.6841081955364898,0.8008955956324377,659 |
| patient_5fold,3,plip,he,uni2,stroma,0.47172007639216984,0.7539320328794014,659 |
| patient_5fold,3,plip,he,uni2,proliferation,0.20125890002109995,0.6051772788614894,659 |
| patient_5fold,3,plip,he,uni2,vessels,0.17036487123855523,0.6246595509753404,659 |
| patient_5fold,3,plip,he,uni2,macrophage,0.17173320920042812,0.61792269120296,659 |
| patient_5fold,3,plip,he,uni2,cellularity,0.19630166636940574,0.6135717975206612,704 |
| patient_5fold,3,plip,if,convnext_tiny,immune,0.48844618854556515,0.7896699791436634,659 |
| patient_5fold,3,plip,if,convnext_tiny,tumor_epith,0.6281235560246108,0.7655257023678076,659 |
| patient_5fold,3,plip,if,convnext_tiny,stroma,0.35715919288941017,0.700564347932769,659 |
| patient_5fold,3,plip,if,convnext_tiny,proliferation,0.010412411026129829,0.4893264630106735,659 |
| patient_5fold,3,plip,if,convnext_tiny,vessels,0.17284344125696544,0.6174702490491965,659 |
| patient_5fold,3,plip,if,convnext_tiny,macrophage,0.2828274079274425,0.6800301835353681,659 |
| patient_5fold,3,plip,if,convnext_tiny,cellularity,0.026270182272250756,0.5452070420110193,704 |
| patient_5fold,3,plip,if,fm:virtues,immune,0.5490437201698964,0.8210649000122685,659 |
| patient_5fold,3,plip,if,fm:virtues,tumor_epith,0.5552602935156313,0.7456263035210404,659 |
| patient_5fold,3,plip,if,fm:virtues,stroma,0.41255978537335986,0.6999141209667525,659 |
| patient_5fold,3,plip,if,fm:virtues,proliferation,-0.21860362685234982,0.37724205618942463,659 |
| patient_5fold,3,plip,if,fm:virtues,vessels,0.1704142744034268,0.629861366703472,659 |
| patient_5fold,3,plip,if,fm:virtues,macrophage,0.24837986675163412,0.6604352271067621,659 |
| patient_5fold,3,plip,if,fm:virtues,cellularity,0.09620797160016106,0.5485214359504132,704 |
| patient_5fold,3,plip,markers,mlp,immune,0.7194840934587553,0.8850938535149061,659 |
| patient_5fold,3,plip,markers,mlp,tumor_epith,0.7130279167993192,0.8329284750337382,659 |
| patient_5fold,3,plip,markers,mlp,stroma,0.5088601752037765,0.7656729235676605,659 |
| patient_5fold,3,plip,markers,mlp,proliferation,0.2405502860088894,0.6401423138265243,659 |
| patient_5fold,3,plip,markers,mlp,vessels,0.19929798205840435,0.666715740399951,659 |
| patient_5fold,3,plip,markers,mlp,macrophage,0.444883390595112,0.8020422569495156,659 |
| patient_5fold,3,plip,markers,mlp,cellularity,0.39738507604289663,0.7076338670798897,704 |
| patient_5fold,3,plip,markers,fm:geneformer,immune,0.6352728205647444,0.8689854005643479,659 |
| patient_5fold,3,plip,markers,fm:geneformer,tumor_epith,0.6845933551478511,0.8048460311618206,659 |
| patient_5fold,3,plip,markers,fm:geneformer,stroma,0.5547794931336735,0.7743589743589744,659 |
| patient_5fold,3,plip,markers,fm:geneformer,proliferation,0.19324258001582745,0.5911053858422279,659 |
| patient_5fold,3,plip,markers,fm:geneformer,vessels,0.24699601185271675,0.6799411115200589,659 |
| patient_5fold,3,plip,markers,fm:geneformer,macrophage,0.2585882263801136,0.6642446813689694,659 |
| patient_5fold,3,plip,markers,fm:geneformer,cellularity,0.2916302639815891,0.6520747245179064,704 |
| patient_5fold,3,plip,markers,fm:scgpt,immune,0.7016552927894163,0.9222549380444117,659 |
| patient_5fold,3,plip,markers,fm:scgpt,tumor_epith,0.7645239152662618,0.8473684210526315,659 |
| patient_5fold,3,plip,markers,fm:scgpt,stroma,0.5334620300188317,0.7904796957428536,659 |
| patient_5fold,3,plip,markers,fm:scgpt,proliferation,0.5726870536120353,0.8330879646669119,659 |
| patient_5fold,3,plip,markers,fm:scgpt,vessels,0.2528675801326724,0.6943810575389523,659 |
| patient_5fold,3,plip,markers,fm:scgpt,macrophage,0.2504004982167249,0.6661798354510492,659 |
| patient_5fold,3,plip,markers,fm:scgpt,cellularity,0.43088125099892227,0.6956245695592287,704 |
| patient_5fold,4,biomedclip,he,uni2,immune,0.6003713723831358,0.8524984948826009,602 |
| patient_5fold,4,biomedclip,he,uni2,tumor_epith,0.26760328890689083,0.7501798798842896,602 |
| patient_5fold,4,biomedclip,he,uni2,stroma,0.4975330822570415,0.7906638669035696,602 |
| patient_5fold,4,biomedclip,he,uni2,proliferation,0.33234028298841983,0.7998707801647553,602 |
| patient_5fold,4,biomedclip,he,uni2,vessels,-0.13951576766987156,0.45431050939046413,602 |
| patient_5fold,4,biomedclip,he,uni2,macrophage,-0.05575173011395876,0.4952497026475382,602 |
| patient_5fold,4,biomedclip,he,uni2,cellularity,-0.12637114132042526,0.5501090512540895,699 |
| patient_5fold,4,biomedclip,if,convnext_tiny,immune,0.6392628491277481,0.8696935434134593,602 |
| patient_5fold,4,biomedclip,if,convnext_tiny,tumor_epith,0.2501058610753817,0.753733425353519,602 |
| patient_5fold,4,biomedclip,if,convnext_tiny,stroma,0.5496537629232343,0.791794540461961,602 |
| patient_5fold,4,biomedclip,if,convnext_tiny,proliferation,0.18699738455080228,0.6956138676377732,602 |
| patient_5fold,4,biomedclip,if,convnext_tiny,vessels,-0.14415047383640137,0.44757052025667754,602 |
| patient_5fold,4,biomedclip,if,convnext_tiny,macrophage,0.09102859228099683,0.5621797036754232,602 |
| patient_5fold,4,biomedclip,if,convnext_tiny,cellularity,-0.04703021124540275,0.6023446019629226,699 |
| patient_5fold,4,biomedclip,if,fm:virtues,immune,0.6815558477332025,0.8864187016343372,602 |
| patient_5fold,4,biomedclip,if,fm:virtues,tumor_epith,0.2799213593211585,0.7660239937739535,602 |
| patient_5fold,4,biomedclip,if,fm:virtues,stroma,0.6217320133276094,0.8181818181818181,602 |
| patient_5fold,4,biomedclip,if,fm:virtues,proliferation,0.09383988805576358,0.6447482415823556,602 |
| patient_5fold,4,biomedclip,if,fm:virtues,vessels,-0.18457539702021653,0.4306544690973701,602 |
| patient_5fold,4,biomedclip,if,fm:virtues,macrophage,0.01476472194223454,0.5323710371360186,602 |
| patient_5fold,4,biomedclip,if,fm:virtues,cellularity,0.10455131079510128,0.6695965103598691,699 |
| patient_5fold,4,biomedclip,markers,mlp,immune,0.7528906424735547,0.9105299481652251,602 |
| patient_5fold,4,biomedclip,markers,mlp,tumor_epith,0.4385627155413388,0.8084315942497174,602 |
| patient_5fold,4,biomedclip,markers,mlp,stroma,0.6401106096471816,0.856844980249923,602 |
| patient_5fold,4,biomedclip,markers,mlp,proliferation,0.2305982611907632,0.6909443326823395,602 |
| patient_5fold,4,biomedclip,markers,mlp,vessels,-0.2908299649631101,0.3774540755642355,602 |
| patient_5fold,4,biomedclip,markers,mlp,macrophage,0.05149377151505571,0.5688169043039015,602 |
| patient_5fold,4,biomedclip,markers,mlp,cellularity,0.15052988753038526,0.6822137404580153,699 |
| patient_5fold,4,biomedclip,markers,fm:geneformer,immune,0.6665680172236057,0.8674321962966771,602 |
| patient_5fold,4,biomedclip,markers,fm:geneformer,tumor_epith,0.38572980001850227,0.8286075094345163,602 |
| patient_5fold,4,biomedclip,markers,fm:geneformer,stroma,0.6927307088915496,0.8605967606936755,602 |
| patient_5fold,4,biomedclip,markers,fm:geneformer,proliferation,0.46549903383909597,0.881088383430493,602 |
| patient_5fold,4,biomedclip,markers,fm:geneformer,vessels,-0.18699544235433296,0.3550902336235885,602 |
| patient_5fold,4,biomedclip,markers,fm:geneformer,macrophage,0.13803960350793343,0.604043993480272,602 |
| patient_5fold,4,biomedclip,markers,fm:geneformer,cellularity,0.15094622782989292,0.6618211559432935,699 |
| patient_5fold,4,biomedclip,markers,fm:scgpt,immune,0.6562820367467104,0.8586217529845377,602 |
| patient_5fold,4,biomedclip,markers,fm:scgpt,tumor_epith,0.3877937876380164,0.8276677288145547,602 |
| patient_5fold,4,biomedclip,markers,fm:scgpt,stroma,0.7308484838043477,0.9253461770018061,602 |
| patient_5fold,4,biomedclip,markers,fm:scgpt,proliferation,0.505998025711116,0.8907798710738462,602 |
| patient_5fold,4,biomedclip,markers,fm:scgpt,vessels,-0.02747105699038311,0.4772617142185871,602 |
| patient_5fold,4,biomedclip,markers,fm:scgpt,macrophage,0.07008853657636431,0.5895067620152421,602 |
| patient_5fold,4,biomedclip,markers,fm:scgpt,cellularity,0.08389284780500844,0.6573173391494002,699 |
| patient_5fold,4,imagebind,he,uni2,immune,0.55458106267627,0.8032774849121158,602 |
| patient_5fold,4,imagebind,he,uni2,tumor_epith,0.4540577156635914,0.8001497775363065,602 |
| patient_5fold,4,imagebind,he,uni2,stroma,0.6420784382397845,0.8716905772308776,602 |
| patient_5fold,4,imagebind,he,uni2,proliferation,0.3185002503302974,0.6518700165930016,602 |
| patient_5fold,4,imagebind,he,uni2,vessels,0.020544764506660484,0.5375912247984611,602 |
| patient_5fold,4,imagebind,he,uni2,macrophage,0.06497716944059036,0.5591401007327352,602 |
| patient_5fold,4,imagebind,he,uni2,cellularity,0.2338858586920365,0.5925408942202836,699 |
| patient_5fold,4,imagebind,if,convnext_tiny,immune,0.598602530411937,0.8399582972349893,602 |
| patient_5fold,4,imagebind,if,convnext_tiny,tumor_epith,0.3539896631993021,0.7073758094594793,602 |
| patient_5fold,4,imagebind,if,convnext_tiny,stroma,0.6619883766787182,0.8806772294092597,602 |
| patient_5fold,4,imagebind,if,convnext_tiny,proliferation,0.12885765693086862,0.5384355589492078,602 |
| patient_5fold,4,imagebind,if,convnext_tiny,vessels,0.12862391692946945,0.6066430742573531,602 |
| patient_5fold,4,imagebind,if,convnext_tiny,macrophage,0.10108706977106263,0.5430169894715202,602 |
| patient_5fold,4,imagebind,if,convnext_tiny,cellularity,0.11442067728873413,0.5671864776444929,699 |
| patient_5fold,4,imagebind,if,fm:virtues,immune,0.7355196500985315,0.8751119660504251,602 |
| patient_5fold,4,imagebind,if,fm:virtues,tumor_epith,0.4045840387253729,0.723528288865068,602 |
| patient_5fold,4,imagebind,if,fm:virtues,stroma,0.682254899463682,0.9029970191333461,602 |
| patient_5fold,4,imagebind,if,fm:virtues,proliferation,0.09424758303408273,0.5480242580872527,602 |
| patient_5fold,4,imagebind,if,fm:virtues,vessels,0.22731938733677096,0.626848357586526,602 |
| patient_5fold,4,imagebind,if,fm:virtues,macrophage,0.15123857131429838,0.5610196619726582,602 |
| patient_5fold,4,imagebind,if,fm:virtues,cellularity,0.10508607921511341,0.5799563794983642,699 |
| patient_5fold,4,imagebind,markers,mlp,immune,0.7938822219997752,0.9031144917108412,602 |
| patient_5fold,4,imagebind,markers,mlp,tumor_epith,0.4928683209862407,0.7621620827887989,602 |
| patient_5fold,4,imagebind,markers,mlp,stroma,0.7421101724675798,0.9557128382843131,602 |
| patient_5fold,4,imagebind,markers,mlp,proliferation,0.3437478208468029,0.6761134197735716,602 |
| patient_5fold,4,imagebind,markers,mlp,vessels,0.30567031679510726,0.6881396748946418,602 |
| patient_5fold,4,imagebind,markers,mlp,macrophage,0.33390152673824874,0.7005036636760107,602 |
| patient_5fold,4,imagebind,markers,mlp,cellularity,0.16498109095697655,0.5802508178844057,699 |
| patient_5fold,4,imagebind,markers,fm:geneformer,immune,0.6664666450887813,0.8770355795069089,602 |
| patient_5fold,4,imagebind,markers,fm:geneformer,tumor_epith,0.4553217492710353,0.7699005888312946,602 |
| patient_5fold,4,imagebind,markers,fm:geneformer,stroma,0.7381658488423253,0.92369421888078,602 |
| patient_5fold,4,imagebind,markers,fm:geneformer,proliferation,0.44992779823133405,0.8151422152391301,602 |
| patient_5fold,4,imagebind,markers,fm:geneformer,vessels,0.2579667627101545,0.6543222566482136,602 |
| patient_5fold,4,imagebind,markers,fm:geneformer,macrophage,0.16067722734695528,0.5688462724482755,602 |
| patient_5fold,4,imagebind,markers,fm:geneformer,cellularity,0.08472752930863241,0.5779607415485278,699 |
| patient_5fold,4,imagebind,markers,fm:scgpt,immune,0.6974513887825601,0.872366044551475,602 |
| patient_5fold,4,imagebind,markers,fm:scgpt,tumor_epith,0.49781632373671547,0.8236002408187839,602 |
| patient_5fold,4,imagebind,markers,fm:scgpt,stroma,0.754279374380294,0.9454193036812968,602 |
| patient_5fold,4,imagebind,markers,fm:scgpt,proliferation,0.44716117525567495,0.7869341125680974,602 |
| patient_5fold,4,imagebind,markers,fm:scgpt,vessels,0.19861585909750712,0.6329128793997151,602 |
| patient_5fold,4,imagebind,markers,fm:scgpt,macrophage,0.3731756342517318,0.6823982026695643,602 |
| patient_5fold,4,imagebind,markers,fm:scgpt,cellularity,0.2530943208024263,0.6427589967284624,699 |
| patient_5fold,4,pathgenclip,he,uni2,immune,0.35939432762966744,0.7477570079734512,602 |
| patient_5fold,4,pathgenclip,he,uni2,tumor_epith,0.3131487582365161,0.755348673294078,602 |
| patient_5fold,4,pathgenclip,he,uni2,stroma,0.4576809622277363,0.7920441696891382,602 |
| patient_5fold,4,pathgenclip,he,uni2,proliferation,0.07521825037240269,0.5841617597392108,602 |
| patient_5fold,4,pathgenclip,he,uni2,vessels,-0.20347394911016842,0.3769107648933202,602 |
| patient_5fold,4,pathgenclip,he,uni2,macrophage,-0.11589319312093067,0.4561460184138265,602 |
| patient_5fold,4,pathgenclip,he,uni2,cellularity,-0.2539229228511615,0.5017121046892039,699 |
| patient_5fold,4,pathgenclip,if,convnext_tiny,immune,0.4844239008044709,0.7980352711413929,602 |
| patient_5fold,4,pathgenclip,if,convnext_tiny,tumor_epith,0.27476793338391303,0.6944831940793822,602 |
| patient_5fold,4,pathgenclip,if,convnext_tiny,stroma,0.4355597524837129,0.7836301963260451,602 |
| patient_5fold,4,pathgenclip,if,convnext_tiny,proliferation,0.1630609808745101,0.6736905478627333,602 |
| patient_5fold,4,pathgenclip,if,convnext_tiny,vessels,-0.17334134954084973,0.42572062084257206,602 |
| patient_5fold,4,pathgenclip,if,convnext_tiny,macrophage,-0.1146703651090321,0.46157912512297916,602 |
| patient_5fold,4,pathgenclip,if,convnext_tiny,cellularity,-0.04016746990685432,0.5980479825517994,699 |
| patient_5fold,4,pathgenclip,if,fm:virtues,immune,0.5968213400717989,0.8401491901734189,602 |
| patient_5fold,4,pathgenclip,if,fm:virtues,tumor_epith,0.23656289574094239,0.679094286427512,602 |
| patient_5fold,4,pathgenclip,if,fm:virtues,stroma,0.5114811374507556,0.8307954361903643,602 |
| patient_5fold,4,pathgenclip,if,fm:virtues,proliferation,0.17268331058812345,0.6926476850560197,602 |
| patient_5fold,4,pathgenclip,if,fm:virtues,vessels,-0.25417004202960125,0.3679681649314988,602 |
| patient_5fold,4,pathgenclip,if,fm:virtues,macrophage,-0.0708848805400808,0.47968458612942544,602 |
| patient_5fold,4,pathgenclip,if,fm:virtues,cellularity,0.11878879308008322,0.6809051254089422,699 |
| patient_5fold,4,pathgenclip,markers,mlp,immune,0.630704961919921,0.8476086988443636,602 |
| patient_5fold,4,pathgenclip,markers,mlp,tumor_epith,0.3884859993897451,0.7231905552047693,602 |
| patient_5fold,4,pathgenclip,markers,mlp,stroma,0.5543653038057864,0.8661693660886038,602 |
| patient_5fold,4,pathgenclip,markers,mlp,proliferation,0.3611865371651321,0.7875214754555734,602 |
| patient_5fold,4,pathgenclip,markers,mlp,vessels,-0.2935288821818039,0.35407703264269247,602 |
| patient_5fold,4,pathgenclip,markers,mlp,macrophage,-0.14143475101972297,0.5062627567877124,602 |
| patient_5fold,4,pathgenclip,markers,mlp,cellularity,-0.016423815305016385,0.6294656488549618,699 |
| patient_5fold,4,pathgenclip,markers,fm:geneformer,immune,0.5968515729059496,0.8499140981777067,602 |
| patient_5fold,4,pathgenclip,markers,fm:geneformer,tumor_epith,0.3304813404896291,0.7637773307293578,602 |
| patient_5fold,4,pathgenclip,markers,fm:geneformer,stroma,0.647134214798742,0.871433605967607,602 |
| patient_5fold,4,pathgenclip,markers,fm:geneformer,proliferation,0.13737664384719428,0.7026622222874847,602 |
| patient_5fold,4,pathgenclip,markers,fm:geneformer,vessels,-0.0890935337013354,0.4968943187324709,602 |
| patient_5fold,4,pathgenclip,markers,fm:geneformer,macrophage,-0.1837001815796094,0.4976578904861896,602 |
| patient_5fold,4,pathgenclip,markers,fm:geneformer,cellularity,-0.20808740846620297,0.5003162486368593,699 |
| patient_5fold,4,pathgenclip,markers,fm:scgpt,immune,0.6669055943131791,0.8825127384326221,602 |
| patient_5fold,4,pathgenclip,markers,fm:scgpt,tumor_epith,0.41234513664307293,0.8082700694556614,602 |
| patient_5fold,4,pathgenclip,markers,fm:scgpt,stroma,0.7021384898509686,0.9335398892820957,602 |
| patient_5fold,4,pathgenclip,markers,fm:scgpt,proliferation,0.4514280195092697,0.8762132714644426,602 |
| patient_5fold,4,pathgenclip,markers,fm:scgpt,vessels,-0.15219031347578899,0.4247661561504236,602 |
| patient_5fold,4,pathgenclip,markers,fm:scgpt,macrophage,-0.028469496277469062,0.5533398922189101,602 |
| patient_5fold,4,pathgenclip,markers,fm:scgpt,cellularity,-0.13532416853711107,0.5168811341330425,699 |
| patient_5fold,4,plip,he,uni2,immune,0.4778534409494226,0.7581826992261494,602 |
| patient_5fold,4,plip,he,uni2,tumor_epith,0.5760146127146226,0.8558905155577744,602 |
| patient_5fold,4,plip,he,uni2,stroma,0.5041809558469292,0.8019265502709211,602 |
| patient_5fold,4,plip,he,uni2,proliferation,0.3503280867281218,0.7098721017312521,602 |
| patient_5fold,4,plip,he,uni2,vessels,0.11758660888489268,0.6368188426014302,602 |
| patient_5fold,4,plip,he,uni2,macrophage,0.02095456271382324,0.5470257411785436,602 |
| patient_5fold,4,plip,he,uni2,cellularity,0.14673808972747462,0.6316248636859323,699 |
| patient_5fold,4,plip,if,convnext_tiny,immune,0.5807266850110372,0.8239967107678301,602 |
| patient_5fold,4,plip,if,convnext_tiny,tumor_epith,0.45449578715105127,0.791192493502298,602 |
| patient_5fold,4,plip,if,convnext_tiny,stroma,0.41264967875219344,0.7536306368482106,602 |
| patient_5fold,4,plip,if,convnext_tiny,proliferation,0.1366524191359982,0.585453958091658,602 |
| patient_5fold,4,plip,if,convnext_tiny,vessels,0.10118652777266422,0.6293740180026725,602 |
| patient_5fold,4,plip,if,convnext_tiny,macrophage,0.05607060904083808,0.5518714850002202,602 |
| patient_5fold,4,plip,if,convnext_tiny,cellularity,0.2011395984878472,0.612824427480916,699 |
| patient_5fold,4,plip,if,fm:virtues,immune,0.7094768299978291,0.8679167706788447,602 |
| patient_5fold,4,plip,if,fm:virtues,tumor_epith,0.5042022593938139,0.7917358041732132,602 |
| patient_5fold,4,plip,if,fm:virtues,stroma,0.5018376951948805,0.8087986960543898,602 |
| patient_5fold,4,plip,if,fm:virtues,proliferation,0.2808714046922882,0.6724864539434077,602 |
| patient_5fold,4,plip,if,fm:virtues,vessels,0.16237982199254636,0.6478612648859781,602 |
| patient_5fold,4,plip,if,fm:virtues,macrophage,0.19998382890211028,0.6026343225503297,602 |
| patient_5fold,4,plip,if,fm:virtues,cellularity,0.33832290378183344,0.705845147219193,699 |
| patient_5fold,4,plip,markers,mlp,immune,0.7312812168452806,0.8866830149337015,602 |
| patient_5fold,4,plip,markers,mlp,tumor_epith,0.6650111286522501,0.8520726567891809,602 |
| patient_5fold,4,plip,markers,mlp,stroma,0.5560886656544832,0.8415294929589874,602 |
| patient_5fold,4,plip,markers,mlp,proliferation,0.08539111284000889,0.5020777962144461,602 |
| patient_5fold,4,plip,markers,mlp,vessels,0.20784092911001845,0.7077575953363385,602 |
| patient_5fold,4,plip,markers,mlp,macrophage,0.27898415610924443,0.7015902850178412,602 |
| patient_5fold,4,plip,markers,mlp,cellularity,0.467992272683026,0.7357033805888767,699 |
| patient_5fold,4,plip,markers,fm:geneformer,immune,0.697056305565566,0.8828945243094816,602 |
| patient_5fold,4,plip,markers,fm:geneformer,tumor_epith,0.564770413226186,0.8588273299951543,602 |
| patient_5fold,4,plip,markers,fm:geneformer,stroma,0.6485909410271679,0.871433605967607,602 |
| patient_5fold,4,plip,markers,fm:geneformer,proliferation,0.38622684673592367,0.7852601283387909,602 |
| patient_5fold,4,plip,markers,fm:geneformer,vessels,0.28928960981348484,0.7202390566952028,602 |
| patient_5fold,4,plip,markers,fm:geneformer,macrophage,0.1284242090354266,0.5956447041893659,602 |
| patient_5fold,4,plip,markers,fm:geneformer,cellularity,0.4087291166364793,0.7248527808069792,699 |
| patient_5fold,4,plip,markers,fm:scgpt,immune,0.6988304183231454,0.8768740547128528,602 |
| patient_5fold,4,plip,markers,fm:scgpt,tumor_epith,0.593841358581772,0.8705892718168603,602 |
| patient_5fold,4,plip,markers,fm:scgpt,stroma,0.6518946096871819,0.9039661678976815,602 |
| patient_5fold,4,plip,markers,fm:scgpt,proliferation,0.4119178511072499,0.8045403151201891,602 |
| patient_5fold,4,plip,markers,fm:scgpt,vessels,0.2947893077660146,0.7302976461432286,602 |
| patient_5fold,4,plip,markers,fm:scgpt,macrophage,0.07538353987591694,0.5728109719387381,602 |
| patient_5fold,4,plip,markers,fm:scgpt,cellularity,0.4373968043669784,0.7109596510359868,699 |
|
|
