{ "measure": "SSIM inside the brain, 40 held-out patients x 4 sequences, at the scans' original 1 mm grid", "mean": 0.7230628106743098, "per_volume": [ { "volume": "input_FLAIR_BRATS_117.nii.gz", "own": 0.9293102025985718, "original": 0.7354527115821838 }, { "volume": "input_T1Gd_BRATS_117.nii.gz", "own": 0.9244582653045654, "original": 0.7718977332115173 }, { "volume": "input_T1w_BRATS_117.nii.gz", "own": 0.9635348916053772, "original": 0.8749433159828186 }, { "volume": "input_T2w_BRATS_117.nii.gz", "own": 0.9595771431922913, "original": 0.7963435649871826 }, { "volume": "input_FLAIR_BRATS_130.nii.gz", "own": 0.9059638977050781, "original": 0.6248992085456848 }, { "volume": "input_T1Gd_BRATS_130.nii.gz", "own": 0.9136617183685303, "original": 0.6955175995826721 }, { "volume": "input_T1w_BRATS_130.nii.gz", "own": 0.9466922879219055, "original": 0.7657800912857056 }, { "volume": "input_T2w_BRATS_130.nii.gz", "own": 0.9399923086166382, "original": 0.7428511381149292 }, { "volume": "input_FLAIR_BRATS_137.nii.gz", "own": 0.911797046661377, "original": 0.687770426273346 }, { "volume": "input_T1Gd_BRATS_137.nii.gz", "own": 0.9178940653800964, "original": 0.6842363476753235 }, { "volume": "input_T1w_BRATS_137.nii.gz", "own": 0.9362830519676208, "original": 0.7453482151031494 }, { "volume": "input_T2w_BRATS_137.nii.gz", "own": 0.93692547082901, "original": 0.7681912779808044 }, { "volume": "input_FLAIR_BRATS_142.nii.gz", "own": 0.9313681721687317, "original": 0.7316185235977173 }, { "volume": "input_T1Gd_BRATS_142.nii.gz", "own": 0.9172564744949341, "original": 0.7645105123519897 }, { "volume": "input_T1w_BRATS_142.nii.gz", "own": 0.9511762261390686, "original": 0.8821983933448792 }, { "volume": "input_T2w_BRATS_142.nii.gz", "own": 0.9112313985824585, "original": 0.688567042350769 }, { "volume": "input_FLAIR_BRATS_159.nii.gz", "own": 0.9105214476585388, "original": 0.6424291133880615 }, { "volume": "input_T1Gd_BRATS_159.nii.gz", "own": 0.9228683710098267, "original": 0.770906925201416 }, { "volume": "input_T1w_BRATS_159.nii.gz", "own": 0.933121919631958, "original": 0.7801896333694458 }, { "volume": "input_T2w_BRATS_159.nii.gz", "own": 0.9148203730583191, "original": 0.6802027225494385 }, { "volume": "input_FLAIR_BRATS_161.nii.gz", "own": 0.9004940390586853, "original": 0.6667546033859253 }, { "volume": "input_T1Gd_BRATS_161.nii.gz", "own": 0.9051084518432617, "original": 0.6826157569885254 }, { "volume": "input_T1w_BRATS_161.nii.gz", "own": 0.9241451621055603, "original": 0.6930643320083618 }, { "volume": "input_T2w_BRATS_161.nii.gz", "own": 0.9342293739318848, "original": 0.7551670074462891 }, { "volume": "input_FLAIR_BRATS_181.nii.gz", "own": 0.9232234954833984, "original": 0.7175897359848022 }, { "volume": "input_T1Gd_BRATS_181.nii.gz", "own": 0.9402420520782471, "original": 0.8278889656066895 }, { "volume": "input_T1w_BRATS_181.nii.gz", "own": 0.9421496987342834, "original": 0.809893012046814 }, { "volume": "input_T2w_BRATS_181.nii.gz", "own": 0.9233012795448303, "original": 0.7349002361297607 }, { "volume": "input_FLAIR_BRATS_190.nii.gz", "own": 0.9353680610656738, "original": 0.7471533417701721 }, { "volume": "input_T1Gd_BRATS_190.nii.gz", "own": 0.9143849015235901, "original": 0.7855081558227539 }, { "volume": "input_T1w_BRATS_190.nii.gz", "own": 0.9383732676506042, "original": 0.8386063575744629 }, { "volume": "input_T2w_BRATS_190.nii.gz", "own": 0.9030807018280029, "original": 0.6596236228942871 }, { "volume": "input_FLAIR_BRATS_199.nii.gz", "own": 0.9030806422233582, "original": 0.6265832185745239 }, { "volume": "input_T1Gd_BRATS_199.nii.gz", "own": 0.9089465141296387, "original": 0.679220974445343 }, { "volume": "input_T1w_BRATS_199.nii.gz", "own": 0.9322447776794434, "original": 0.6895089149475098 }, { "volume": "input_T2w_BRATS_199.nii.gz", "own": 0.9331685900688171, "original": 0.7481815218925476 }, { "volume": "input_FLAIR_BRATS_207.nii.gz", "own": 0.9384734034538269, "original": 0.7747306227684021 }, { "volume": "input_T1Gd_BRATS_207.nii.gz", "own": 0.9422815442085266, "original": 0.8325895071029663 }, { "volume": "input_T1w_BRATS_207.nii.gz", "own": 0.9662778973579407, "original": 0.8852747082710266 }, { "volume": "input_T2w_BRATS_207.nii.gz", "own": 0.9447265267372131, "original": 0.7826758623123169 }, { "volume": "input_FLAIR_BRATS_221.nii.gz", "own": 0.9068818688392639, "original": 0.73438560962677 }, { "volume": "input_T1Gd_BRATS_221.nii.gz", "own": 0.9185584783554077, "original": 0.811514675617218 }, { "volume": "input_T1w_BRATS_221.nii.gz", "own": 0.9335851073265076, "original": 0.7362393140792847 }, { "volume": "input_T2w_BRATS_221.nii.gz", "own": 0.939521312713623, "original": 0.8085619807243347 }, { "volume": "input_FLAIR_BRATS_226.nii.gz", "own": 0.9246046543121338, "original": 0.6994526982307434 }, { "volume": "input_T1Gd_BRATS_226.nii.gz", "own": 0.9281042218208313, "original": 0.8009021878242493 }, { "volume": "input_T1w_BRATS_226.nii.gz", "own": 0.9472734928131104, "original": 0.7357385754585266 }, { "volume": "input_T2w_BRATS_226.nii.gz", "own": 0.9435654878616333, "original": 0.786144495010376 }, { "volume": "input_FLAIR_BRATS_230.nii.gz", "own": 0.9011715054512024, "original": 0.6187105774879456 }, { "volume": "input_T1Gd_BRATS_230.nii.gz", "own": 0.9239233136177063, "original": 0.737644612789154 }, { "volume": "input_T1w_BRATS_230.nii.gz", "own": 0.940223217010498, "original": 0.7340364456176758 }, { "volume": "input_T2w_BRATS_230.nii.gz", "own": 0.9387241005897522, "original": 0.7586703896522522 }, { "volume": "input_FLAIR_BRATS_231.nii.gz", "own": 0.9133241772651672, "original": 0.7017509937286377 }, { "volume": "input_T1Gd_BRATS_231.nii.gz", "own": 0.9425853490829468, "original": 0.8071814775466919 }, { "volume": "input_T1w_BRATS_231.nii.gz", "own": 0.9464370608329773, "original": 0.7875783443450928 }, { "volume": "input_T2w_BRATS_231.nii.gz", "own": 0.9111958146095276, "original": 0.6835741996765137 }, { "volume": "input_FLAIR_BRATS_235.nii.gz", "own": 0.9196099042892456, "original": 0.7243331074714661 }, { "volume": "input_T1Gd_BRATS_235.nii.gz", "own": 0.9415758848190308, "original": 0.7994360327720642 }, { "volume": "input_T1w_BRATS_235.nii.gz", "own": 0.9522578716278076, "original": 0.8229429125785828 }, { "volume": "input_T2w_BRATS_235.nii.gz", "own": 0.9325540661811829, "original": 0.733855664730072 }, { "volume": "input_FLAIR_BRATS_244.nii.gz", "own": 0.9314078092575073, "original": 0.7193639278411865 }, { "volume": "input_T1Gd_BRATS_244.nii.gz", "own": 0.9525101184844971, "original": 0.8214799761772156 }, { "volume": "input_T1w_BRATS_244.nii.gz", "own": 0.9586109519004822, "original": 0.8514020442962646 }, { "volume": "input_T2w_BRATS_244.nii.gz", "own": 0.9486463665962219, "original": 0.7960538864135742 }, { "volume": "input_FLAIR_BRATS_245.nii.gz", "own": 0.9342511296272278, "original": 0.8074997663497925 }, { "volume": "input_T1Gd_BRATS_245.nii.gz", "own": 0.9516951441764832, "original": 0.8205448985099792 }, { "volume": "input_T1w_BRATS_245.nii.gz", "own": 0.953027069568634, "original": 0.8041155934333801 }, { "volume": "input_T2w_BRATS_245.nii.gz", "own": 0.9442159533500671, "original": 0.8514835238456726 }, { "volume": "input_FLAIR_BRATS_257.nii.gz", "own": 0.9382243752479553, "original": 0.7326603531837463 }, { "volume": "input_T1Gd_BRATS_257.nii.gz", "own": 0.9518724083900452, "original": 0.8713657259941101 }, { "volume": "input_T1w_BRATS_257.nii.gz", "own": 0.9581010937690735, "original": 0.834190845489502 }, { "volume": "input_T2w_BRATS_257.nii.gz", "own": 0.9421555995941162, "original": 0.7554080486297607 }, { "volume": "input_FLAIR_BRATS_262.nii.gz", "own": 0.9216521978378296, "original": 0.7063683867454529 }, { "volume": "input_T1Gd_BRATS_262.nii.gz", "own": 0.9092350602149963, "original": 0.7088657021522522 }, { "volume": "input_T1w_BRATS_262.nii.gz", "own": 0.9291562438011169, "original": 0.7388627529144287 }, { "volume": "input_T2w_BRATS_262.nii.gz", "own": 0.9142743945121765, "original": 0.6904511451721191 }, { "volume": "input_FLAIR_BRATS_266.nii.gz", "own": 0.9120376706123352, "original": 0.6763953566551208 }, { "volume": "input_T1Gd_BRATS_266.nii.gz", "own": 0.9401213526725769, "original": 0.8202027082443237 }, { "volume": "input_T1w_BRATS_266.nii.gz", "own": 0.9473260045051575, "original": 0.7990928292274475 }, { "volume": "input_T2w_BRATS_266.nii.gz", "own": 0.9330832362174988, "original": 0.7278599143028259 }, { "volume": "input_FLAIR_BRATS_270.nii.gz", "own": 0.8991429805755615, "original": 0.6535383462905884 }, { "volume": "input_T1Gd_BRATS_270.nii.gz", "own": 0.9448763132095337, "original": 0.8250347375869751 }, { "volume": "input_T1w_BRATS_270.nii.gz", "own": 0.9466938972473145, "original": 0.7945019602775574 }, { "volume": "input_T2w_BRATS_270.nii.gz", "own": 0.949268639087677, "original": 0.7914111614227295 }, { "volume": "input_FLAIR_BRATS_299.nii.gz", "own": 0.8595744967460632, "original": 0.6152552366256714 }, { "volume": "input_T1Gd_BRATS_299.nii.gz", "own": 0.9134427905082703, "original": 0.7418125867843628 }, { "volume": "input_T1w_BRATS_299.nii.gz", "own": 0.9315032958984375, "original": 0.7359429597854614 }, { "volume": "input_T2w_BRATS_299.nii.gz", "own": 0.8895890116691589, "original": 0.6037276387214661 }, { "volume": "input_FLAIR_BRATS_301.nii.gz", "own": 0.8799563050270081, "original": 0.59939044713974 }, { "volume": "input_T1Gd_BRATS_301.nii.gz", "own": 0.8995614051818848, "original": 0.7064172625541687 }, { "volume": "input_T1w_BRATS_301.nii.gz", "own": 0.9249184727668762, "original": 0.6677409410476685 }, { "volume": "input_T2w_BRATS_301.nii.gz", "own": 0.8822068572044373, "original": 0.5865042209625244 }, { "volume": "input_FLAIR_BRATS_303.nii.gz", "own": 0.9013908505439758, "original": 0.6972079277038574 }, { "volume": "input_T1Gd_BRATS_303.nii.gz", "own": 0.9180019497871399, "original": 0.7088691592216492 }, { "volume": "input_T1w_BRATS_303.nii.gz", "own": 0.9131139516830444, "original": 0.6497160196304321 }, { "volume": "input_T2w_BRATS_303.nii.gz", "own": 0.8881286978721619, "original": 0.6169963479042053 }, { "volume": "input_FLAIR_BRATS_308.nii.gz", "own": 0.8897148370742798, "original": 0.6628314256668091 }, { "volume": "input_T1Gd_BRATS_308.nii.gz", "own": 0.9020958542823792, "original": 0.720483660697937 }, { "volume": "input_T1w_BRATS_308.nii.gz", "own": 0.9196345806121826, "original": 0.6781887412071228 }, { "volume": "input_T2w_BRATS_308.nii.gz", "own": 0.9001822471618652, "original": 0.6631348729133606 }, { "volume": "input_FLAIR_BRATS_309.nii.gz", "own": 0.8871911764144897, "original": 0.6316922903060913 }, { "volume": "input_T1Gd_BRATS_309.nii.gz", "own": 0.9066804647445679, "original": 0.7236331701278687 }, { "volume": "input_T1w_BRATS_309.nii.gz", "own": 0.9179887771606445, "original": 0.6832174062728882 }, { "volume": "input_T2w_BRATS_309.nii.gz", "own": 0.8789840936660767, "original": 0.5903895497322083 }, { "volume": "input_FLAIR_BRATS_315.nii.gz", "own": 0.9123291969299316, "original": 0.7096195816993713 }, { "volume": "input_T1Gd_BRATS_315.nii.gz", "own": 0.9246048927307129, "original": 0.7365493774414062 }, { "volume": "input_T1w_BRATS_315.nii.gz", "own": 0.9223686456680298, "original": 0.6549412608146667 }, { "volume": "input_T2w_BRATS_315.nii.gz", "own": 0.8918691873550415, "original": 0.6103550791740417 }, { "volume": "input_FLAIR_BRATS_320.nii.gz", "own": 0.9173575043678284, "original": 0.7450162172317505 }, { "volume": "input_T1Gd_BRATS_320.nii.gz", "own": 0.9139615893363953, "original": 0.7524177432060242 }, { "volume": "input_T1w_BRATS_320.nii.gz", "own": 0.9410520792007446, "original": 0.8009890913963318 }, { "volume": "input_T2w_BRATS_320.nii.gz", "own": 0.8870511651039124, "original": 0.6364952325820923 }, { "volume": "input_FLAIR_BRATS_322.nii.gz", "own": 0.8777958154678345, "original": 0.5939731001853943 }, { "volume": "input_T1Gd_BRATS_322.nii.gz", "own": 0.9081931710243225, "original": 0.7040725946426392 }, { "volume": "input_T1w_BRATS_322.nii.gz", "own": 0.9221951365470886, "original": 0.6829261779785156 }, { "volume": "input_T2w_BRATS_322.nii.gz", "own": 0.923489511013031, "original": 0.7278746366500854 }, { "volume": "input_FLAIR_BRATS_328.nii.gz", "own": 0.8587684035301208, "original": 0.5992913246154785 }, { "volume": "input_T1Gd_BRATS_328.nii.gz", "own": 0.917997419834137, "original": 0.7244898676872253 }, { "volume": "input_T1w_BRATS_328.nii.gz", "own": 0.9183205962181091, "original": 0.7233238816261292 }, { "volume": "input_T2w_BRATS_328.nii.gz", "own": 0.9258657693862915, "original": 0.7412565350532532 }, { "volume": "input_FLAIR_BRATS_333.nii.gz", "own": 0.9173305034637451, "original": 0.7106024622917175 }, { "volume": "input_T1Gd_BRATS_333.nii.gz", "own": 0.921147346496582, "original": 0.7978148460388184 }, { "volume": "input_T1w_BRATS_333.nii.gz", "own": 0.9325166344642639, "original": 0.7213922142982483 }, { "volume": "input_T2w_BRATS_333.nii.gz", "own": 0.9243537783622742, "original": 0.7204609513282776 }, { "volume": "input_FLAIR_BRATS_335.nii.gz", "own": 0.8710951805114746, "original": 0.6809349656105042 }, { "volume": "input_T1Gd_BRATS_335.nii.gz", "own": 0.8976250290870667, "original": 0.6959362030029297 }, { "volume": "input_T1w_BRATS_335.nii.gz", "own": 0.9135079979896545, "original": 0.6977323293685913 }, { "volume": "input_T2w_BRATS_335.nii.gz", "own": 0.9084725379943848, "original": 0.6772575974464417 }, { "volume": "input_FLAIR_BRATS_337.nii.gz", "own": 0.863030195236206, "original": 0.590021550655365 }, { "volume": "input_T1Gd_BRATS_337.nii.gz", "own": 0.9014602899551392, "original": 0.7363599538803101 }, { "volume": "input_T1w_BRATS_337.nii.gz", "own": 0.9192637205123901, "original": 0.649751603603363 }, { "volume": "input_T2w_BRATS_337.nii.gz", "own": 0.9155508279800415, "original": 0.7204640507698059 }, { "volume": "input_FLAIR_BRATS_342.nii.gz", "own": 0.8781675696372986, "original": 0.6961267590522766 }, { "volume": "input_T1Gd_BRATS_342.nii.gz", "own": 0.9152999520301819, "original": 0.731566846370697 }, { "volume": "input_T1w_BRATS_342.nii.gz", "own": 0.9222294688224792, "original": 0.6794613003730774 }, { "volume": "input_T2w_BRATS_342.nii.gz", "own": 0.9126402735710144, "original": 0.6969591379165649 }, { "volume": "input_FLAIR_BRATS_354.nii.gz", "own": 0.8878335952758789, "original": 0.6183926463127136 }, { "volume": "input_T1Gd_BRATS_354.nii.gz", "own": 0.9067600965499878, "original": 0.6976949572563171 }, { "volume": "input_T1w_BRATS_354.nii.gz", "own": 0.9181025624275208, "original": 0.6459978818893433 }, { "volume": "input_T2w_BRATS_354.nii.gz", "own": 0.9162046313285828, "original": 0.6972244381904602 }, { "volume": "input_FLAIR_BRATS_359.nii.gz", "own": 0.9245229363441467, "original": 0.7420089840888977 }, { "volume": "input_T1Gd_BRATS_359.nii.gz", "own": 0.9342960119247437, "original": 0.7824966311454773 }, { "volume": "input_T1w_BRATS_359.nii.gz", "own": 0.9317544102668762, "original": 0.7016423940658569 }, { "volume": "input_T2w_BRATS_359.nii.gz", "own": 0.9081787467002869, "original": 0.6777408719062805 }, { "volume": "input_FLAIR_BRATS_362.nii.gz", "own": 0.908210813999176, "original": 0.7003215551376343 }, { "volume": "input_T1Gd_BRATS_362.nii.gz", "own": 0.9081246256828308, "original": 0.7072250247001648 }, { "volume": "input_T1w_BRATS_362.nii.gz", "own": 0.9165273904800415, "original": 0.645934522151947 }, { "volume": "input_T2w_BRATS_362.nii.gz", "own": 0.9022746086120605, "original": 0.6393629908561707 }, { "volume": "input_FLAIR_BRATS_373.nii.gz", "own": 0.8503639698028564, "original": 0.5512194037437439 }, { "volume": "input_T1Gd_BRATS_373.nii.gz", "own": 0.9125067591667175, "original": 0.6998251080513 }, { "volume": "input_T1w_BRATS_373.nii.gz", "own": 0.9204427599906921, "original": 0.6643484830856323 }, { "volume": "input_T2w_BRATS_373.nii.gz", "own": 0.8708781599998474, "original": 0.5787824392318726 }, { "volume": "input_FLAIR_BRATS_379.nii.gz", "own": 0.8891839981079102, "original": 0.6303325295448303 }, { "volume": "input_T1Gd_BRATS_379.nii.gz", "own": 0.9204279780387878, "original": 0.7555695176124573 }, { "volume": "input_T1w_BRATS_379.nii.gz", "own": 0.9265846014022827, "original": 0.6855719685554504 }, { "volume": "input_T2w_BRATS_379.nii.gz", "own": 0.9202757477760315, "original": 0.7267049551010132 }, { "volume": "input_FLAIR_BRATS_483.nii.gz", "own": 0.911016583442688, "original": 0.6963204741477966 }, { "volume": "input_T1Gd_BRATS_483.nii.gz", "own": 0.9327382445335388, "original": 0.8136296272277832 }, { "volume": "input_T1w_BRATS_483.nii.gz", "own": 0.9534616470336914, "original": 0.8191377520561218 }, { "volume": "input_T2w_BRATS_483.nii.gz", "own": 0.9433197975158691, "original": 0.7907853722572327 } ] }