Feature Extraction
PyTorch
English
moozy
pathology
computational-pathology
digital-pathology
foundation-model
whole-slide-image
vision-transformer
self-supervised-learning
slide-encoder
case-encoder
histopathology
medical-imaging
multiple-instance-learning
slide-level-representation
patient-level-representation
multi-task-learning
survival-analysis
cancer
oncology
tissue-classification
mutation-prediction
TCGA
CPTAC
transformer
Eval Results (legacy)
| case_id,filename,OS_event,OS_days,OS | |
| C3L-00001,C3L-00001-21.svs,0,1837,3 | |
| C3L-00009,C3L-00009-21.svs,1,577,6 | |
| C3L-00144,C3L-00144-21.svs,0,578,2 | |
| C3L-00279,C3L-00279-22.svs,0,606,2 | |
| C3L-00279,C3L-00279-23.svs,0,606,2 | |
| C3L-00279,C3L-00279-21.svs,0,606,2 | |
| C3L-00368,C3L-00368-21.svs,0,141,0 | |
| C3L-00368,C3L-00368-22.svs,0,141,0 | |
| C3L-00510,C3L-00510-22.svs,0,38,0 | |
| C3L-00510,C3L-00510-23.svs,0,38,0 | |
| C3L-00510,C3L-00510-21.svs,0,38,0 | |
| C3L-01683,C3L-01683-26.svs,1,1046,7 | |
| C3L-01683,C3L-01683-27.svs,1,1046,7 | |
| C3L-01889,C3L-01889-21.svs,0,1799,3 | |
| C3L-01890,C3L-01890-22.svs,0,671,2 | |
| C3L-02345,C3L-02345-22.svs,0,1376,3 | |
| C3L-02345,C3L-02345-21.svs,0,1376,3 | |
| C3L-02345,C3L-02345-23.svs,0,1376,3 | |
| C3L-02508,C3L-02508-22.svs,0,1013,2 | |
| C3L-02508,C3L-02508-21.svs,0,1013,2 | |
| C3L-02508,C3L-02508-23.svs,0,1013,2 | |
| C3N-00223,C3N-00223-21.svs,0,49,0 | |
| C3N-00223,C3N-00223-22.svs,0,49,0 | |
| C3N-00223,C3N-00223-23.svs,0,49,0 | |
| C3N-00223,C3N-00223-24.svs,0,49,0 | |
| C3N-00223,C3N-00223-25.svs,0,49,0 | |
| C3N-00556,C3N-00556-23.svs,0,394,0 | |
| C3N-00556,C3N-00556-21.svs,0,394,0 | |
| C3N-00556,C3N-00556-22.svs,0,394,0 | |
| C3N-00556,C3N-00556-24.svs,0,394,0 | |
| C3N-00559,C3N-00559-21.svs,0,398,1 | |
| C3N-00559,C3N-00559-22.svs,0,398,1 | |
| C3N-00559,C3N-00559-23.svs,0,398,1 | |
| C3N-00559,C3N-00559-24.svs,0,398,1 | |
| C3N-01416,C3N-01416-23.svs,0,434,1 | |
| C3N-01416,C3N-01416-21.svs,0,434,1 | |
| C3N-01416,C3N-01416-22.svs,0,434,1 | |
| C3N-01416,C3N-01416-24.svs,0,434,1 | |
| C3N-02000,C3N-02000-21.svs,0,1086,3 | |
| C3N-02000,C3N-02000-23.svs,0,1086,3 | |
| C3N-02089,C3N-02089-23.svs,0,403,1 | |
| C3N-02089,C3N-02089-21.svs,0,403,1 | |
| C3N-02089,C3N-02089-22.svs,0,403,1 | |
| C3N-02089,C3N-02089-24.svs,0,403,1 | |
| C3N-02380,C3N-02380-21.svs,0,1059,3 | |
| C3N-02380,C3N-02380-22.svs,0,1059,3 | |
| C3N-02422,C3N-02422-21.svs,1,650,6 | |
| C3N-02422,C3N-02422-22.svs,1,650,6 | |
| C3N-02586,C3N-02586-21.svs,1,30,4 | |
| C3N-02586,C3N-02586-22.svs,1,30,4 | |
| C3N-02587,C3N-02587-21.svs,0,1111,3 | |
| C3N-02587,C3N-02587-22.svs,0,1111,3 | |
| C3L-00083,C3L-00083-21.svs,0,1790,3 | |
| C3L-00093,C3L-00093-21.svs,1,1703,7 | |
| C3L-00422,C3L-00422-21.svs,0,1916,3 | |
| C3L-00422,C3L-00422-22.svs,0,1916,3 | |
| C3L-00422,C3L-00422-23.svs,0,1916,3 | |
| C3L-00893,C3L-00893-22.svs,0,23,0 | |
| C3L-00893,C3L-00893-21.svs,0,23,0 | |
| C3L-00893,C3L-00893-23.svs,0,23,0 | |
| C3L-01330,C3L-01330-21.svs,0,1595,3 | |
| C3L-01330,C3L-01330-22.svs,0,1595,3 | |
| C3L-01330,C3L-01330-23.svs,0,1595,3 | |
| C3L-01924,C3L-01924-23.svs,0,1133,3 | |
| C3L-01924,C3L-01924-25.svs,0,1133,3 | |
| C3L-01924,C3L-01924-21.svs,0,1133,3 | |
| C3L-01924,C3L-01924-22.svs,0,1133,3 | |
| C3L-01924,C3L-01924-24.svs,0,1133,3 | |
| C3N-00169,C3N-00169-23.svs,0,376,0 | |
| C3N-00169,C3N-00169-21.svs,0,376,0 | |
| C3N-00169,C3N-00169-22.svs,0,376,0 | |
| C3N-00169,C3N-00169-24.svs,0,376,0 | |
| C3N-00547,C3N-00547-21.svs,0,474,2 | |
| C3N-00547,C3N-00547-22.svs,0,474,2 | |
| C3N-00547,C3N-00547-23.svs,0,474,2 | |
| C3N-00547,C3N-00547-24.svs,0,474,2 | |
| C3N-00551,C3N-00551-24.svs,0,391,0 | |
| C3N-00551,C3N-00551-21.svs,0,391,0 | |
| C3N-00551,C3N-00551-22.svs,0,391,0 | |
| C3N-00551,C3N-00551-23.svs,0,391,0 | |
| C3N-00959,C3N-00959-22.svs,0,1641,3 | |
| C3N-00959,C3N-00959-21.svs,0,1641,3 | |
| C3N-00959,C3N-00959-23.svs,0,1641,3 | |
| C3N-01023,C3N-01023-24.svs,0,422,1 | |
| C3N-01023,C3N-01023-21.svs,0,422,1 | |
| C3N-01023,C3N-01023-22.svs,0,422,1 | |
| C3N-01023,C3N-01023-23.svs,0,422,1 | |
| C3N-01074,C3N-01074-21.svs,1,229,4 | |
| C3N-01074,C3N-01074-22.svs,1,229,4 | |
| C3N-01074,C3N-01074-23.svs,1,229,4 | |
| C3N-01074,C3N-01074-24.svs,1,229,4 | |
| C3N-01410,C3N-01410-22.svs,0,436,1 | |
| C3N-01410,C3N-01410-21.svs,0,436,1 | |
| C3N-01410,C3N-01410-23.svs,0,436,1 | |
| C3N-01410,C3N-01410-24.svs,0,436,1 | |
| C3N-01415,C3N-01415-21.svs,0,792,2 | |
| C3N-01415,C3N-01415-22.svs,0,792,2 | |
| C3N-01415,C3N-01415-23.svs,0,792,2 | |
| C3N-01415,C3N-01415-24.svs,0,792,2 | |
| C3N-01489,C3N-01489-22.svs,0,434,1 | |
| C3N-01489,C3N-01489-21.svs,0,434,1 | |
| C3N-01489,C3N-01489-23.svs,0,434,1 | |
| C3N-01489,C3N-01489-24.svs,0,434,1 | |
| C3N-02149,C3N-02149-22.svs,0,413,1 | |
| C3N-02149,C3N-02149-21.svs,0,413,1 | |
| C3N-02149,C3N-02149-23.svs,0,413,1 | |
| C3N-02149,C3N-02149-24.svs,0,413,1 | |
| C3N-02379,C3N-02379-21.svs,1,443,6 | |
| C3N-02379,C3N-02379-22.svs,1,443,6 | |
| C3N-02421,C3N-02421-21.svs,0,1171,3 | |
| C3N-02421,C3N-02421-22.svs,0,1171,3 | |
| C3N-02423,C3N-02423-21.svs,0,695,2 | |
| C3N-02423,C3N-02423-22.svs,0,695,2 | |
| C3N-02424,C3N-02424-21.svs,0,355,0 | |
| C3N-02424,C3N-02424-22.svs,0,355,0 | |
| C3N-02529,C3N-02529-21.svs,1,849,6 | |
| C3N-02529,C3N-02529-22.svs,1,849,6 | |
| 11LU016,93e30fd5-e57e-4503-a175-863c7d_D1_D1.svs,1,445,6 | |
| 11LU035,2f2e5477-42a4-4906-a943-bf7f80_D1_D1.svs,0,7,0 | |
| C3L-00080,C3L-00080-21.svs,0,1805,3 | |
| C3L-00263,C3L-00263-24.svs,0,1157,3 | |
| C3L-00263,C3L-00263-25.svs,0,1157,3 | |
| C3L-00263,C3L-00263-21.svs,0,1157,3 | |
| C3L-00263,C3L-00263-22.svs,0,1157,3 | |
| C3L-00263,C3L-00263-23.svs,0,1157,3 | |
| C3L-00604,C3L-00604-21.svs,0,1801,3 | |
| C3L-00604,C3L-00604-22.svs,0,1801,3 | |
| C3L-00604,C3L-00604-23.svs,0,1801,3 | |
| C3L-00913,C3L-00913-23.svs,1,73,4 | |
| C3L-00913,C3L-00913-21.svs,1,73,4 | |
| C3L-00913,C3L-00913-22.svs,1,73,4 | |
| C3L-01682,C3L-01682-21.svs,0,1617,3 | |
| C3L-01682,C3L-01682-23.svs,0,1617,3 | |
| C3N-00167,C3N-00167-22.svs,0,842,2 | |
| C3N-00167,C3N-00167-21.svs,0,842,2 | |
| C3N-00167,C3N-00167-23.svs,0,842,2 | |
| C3N-00167,C3N-00167-24.svs,0,842,2 | |
| C3N-00433,C3N-00433-23.svs,0,60,0 | |
| C3N-00433,C3N-00433-21.svs,0,60,0 | |
| C3N-00433,C3N-00433-22.svs,0,60,0 | |
| C3N-00433,C3N-00433-24.svs,0,60,0 | |
| C3N-00433,C3N-00433-25.svs,0,60,0 | |
| C3N-00546,C3N-00546-21.svs,0,382,0 | |
| C3N-00546,C3N-00546-22.svs,0,382,0 | |
| C3N-00546,C3N-00546-23.svs,0,382,0 | |
| C3N-00546,C3N-00546-24.svs,0,382,0 | |
| C3N-00549,C3N-00549-23.svs,0,791,2 | |
| C3N-00549,C3N-00549-21.svs,0,791,2 | |
| C3N-00549,C3N-00549-22.svs,0,791,2 | |
| C3N-00549,C3N-00549-24.svs,0,791,2 | |
| C3N-00560,C3N-00560-22.svs,0,378,0 | |
| C3N-00560,C3N-00560-21.svs,0,378,0 | |
| C3N-00560,C3N-00560-23.svs,0,378,0 | |
| C3N-00560,C3N-00560-24.svs,0,378,0 | |
| C3N-00574,C3N-00574-21.svs,0,397,1 | |
| C3N-00574,C3N-00574-22.svs,0,397,1 | |
| C3N-00574,C3N-00574-23.svs,0,397,1 | |
| C3N-00574,C3N-00574-24.svs,0,397,1 | |
| C3N-01405,C3N-01405-21.svs,0,418,1 | |
| C3N-01405,C3N-01405-22.svs,0,418,1 | |
| C3N-01405,C3N-01405-23.svs,0,418,1 | |
| C3N-01405,C3N-01405-24.svs,0,418,1 | |
| C3N-01413,C3N-01413-21.svs,0,444,2 | |
| C3N-01413,C3N-01413-22.svs,0,444,2 | |
| C3N-01413,C3N-01413-23.svs,0,444,2 | |
| C3N-01413,C3N-01413-24.svs,0,444,2 | |
| C3N-02087,C3N-02087-21.svs,1,303,4 | |
| C3N-02087,C3N-02087-22.svs,1,303,4 | |
| C3N-02087,C3N-02087-23.svs,1,303,4 | |
| C3N-02087,C3N-02087-24.svs,1,303,4 | |
| C3N-02145,C3N-02145-23.svs,0,405,1 | |
| C3N-02145,C3N-02145-21.svs,0,405,1 | |
| C3N-02145,C3N-02145-22.svs,0,405,1 | |
| C3N-02145,C3N-02145-24.svs,0,405,1 | |
| C3N-02158,C3N-02158-24.svs,0,423,1 | |
| C3N-02158,C3N-02158-21.svs,0,423,1 | |
| C3N-02158,C3N-02158-22.svs,0,423,1 | |
| C3N-02158,C3N-02158-23.svs,0,423,1 | |
| C3N-02582,C3N-02582-21.svs,1,888,6 | |
| C3N-02582,C3N-02582-22.svs,1,888,6 | |
| C3N-02588,C3N-02588-21.svs,0,1106,3 | |
| C3N-02588,C3N-02588-22.svs,0,1106,3 | |
| C3N-02729,C3N-02729-21.svs,1,820,6 | |
| C3N-02729,C3N-02729-22.svs,1,820,6 | |
| C3L-01632,C3L-01632-22.svs,1,717,6 | |
| C3L-01632,C3L-01632-21.svs,1,717,6 | |
| C3L-01632,C3L-01632-23.svs,1,717,6 | |
| C3L-02348,C3L-02348-22.svs,0,1425,3 | |
| C3L-02348,C3L-02348-21.svs,0,1425,3 | |
| C3L-02365,C3L-02365-21.svs,1,627,6 | |
| C3L-02365,C3L-02365-24.svs,1,627,6 | |
| C3L-02365,C3L-02365-25.svs,1,627,6 | |
| C3L-02549,C3L-02549-22.svs,1,447,6 | |
| C3L-02549,C3L-02549-21.svs,1,447,6 | |
| C3N-00180,C3N-00180-22.svs,1,355,4 | |
| C3N-00180,C3N-00180-21.svs,1,355,4 | |
| C3N-00180,C3N-00180-23.svs,1,355,4 | |
| C3N-00180,C3N-00180-24.svs,1,355,4 | |
| C3N-00293,C3N-00293-24.svs,0,1832,3 | |
| C3N-00293,C3N-00293-21.svs,0,1832,3 | |
| C3N-00293,C3N-00293-22.svs,0,1832,3 | |
| C3N-00293,C3N-00293-23.svs,0,1832,3 | |
| C3N-00294,C3N-00294-22.svs,0,1848,3 | |
| C3N-00294,C3N-00294-21.svs,0,1848,3 | |
| C3N-00294,C3N-00294-23.svs,0,1848,3 | |
| C3N-00294,C3N-00294-24.svs,0,1848,3 | |
| C3N-00550,C3N-00550-22.svs,0,401,1 | |
| C3N-00550,C3N-00550-21.svs,0,401,1 | |
| C3N-00550,C3N-00550-23.svs,0,401,1 | |
| C3N-00550,C3N-00550-24.svs,0,401,1 | |
| C3N-00580,C3N-00580-23.svs,0,386,0 | |
| C3N-00580,C3N-00580-21.svs,0,386,0 | |
| C3N-00580,C3N-00580-22.svs,0,386,0 | |
| C3N-00580,C3N-00580-24.svs,0,386,0 | |
| C3N-00737,C3N-00737-21.svs,0,384,0 | |
| C3N-00737,C3N-00737-23.svs,0,384,0 | |
| C3N-00737,C3N-00737-22.svs,0,384,0 | |
| C3N-01016,C3N-01016-22.svs,0,428,1 | |
| C3N-01016,C3N-01016-21.svs,0,428,1 | |
| C3N-01016,C3N-01016-23.svs,0,428,1 | |
| C3N-01016,C3N-01016-24.svs,0,428,1 | |
| C3N-01021,C3N-01021-21.svs,0,434,1 | |
| C3N-01021,C3N-01021-22.svs,0,434,1 | |
| C3N-01021,C3N-01021-23.svs,0,434,1 | |
| C3N-01021,C3N-01021-24.svs,0,434,1 | |
| C3N-01030,C3N-01030-23.svs,0,443,2 | |
| C3N-01030,C3N-01030-21.svs,0,443,2 | |
| C3N-01030,C3N-01030-22.svs,0,443,2 | |
| C3N-01030,C3N-01030-24.svs,0,443,2 | |
| C3N-01071,C3N-01071-23.svs,0,44,0 | |
| C3N-01071,C3N-01071-21.svs,0,44,0 | |
| C3N-01071,C3N-01071-22.svs,0,44,0 | |
| C3N-01071,C3N-01071-24.svs,0,44,0 | |
| C3N-01072,C3N-01072-22.svs,0,449,2 | |
| C3N-01072,C3N-01072-21.svs,0,449,2 | |
| C3N-01072,C3N-01072-23.svs,0,449,2 | |
| C3N-01072,C3N-01072-24.svs,0,449,2 | |
| C3N-01799,C3N-01799-22.svs,0,1545,3 | |
| C3N-01799,C3N-01799-21.svs,0,1545,3 | |
| C3N-01823,C3N-01823-22.svs,1,351,4 | |
| C3N-01823,C3N-01823-21.svs,1,351,4 | |
| C3N-01823,C3N-01823-23.svs,1,351,4 | |
| C3N-01842,C3N-01842-21.svs,0,681,2 | |
| C3N-01842,C3N-01842-22.svs,0,681,2 | |
| C3N-01842,C3N-01842-23.svs,0,681,2 | |
| C3N-02067,C3N-02067-21.svs,0,1081,3 | |
| C3N-02067,C3N-02067-22.svs,0,1081,3 | |
| C3N-02155,C3N-02155-23.svs,0,423,1 | |
| C3N-02155,C3N-02155-21.svs,0,423,1 | |
| C3N-02155,C3N-02155-22.svs,0,423,1 | |
| C3N-02155,C3N-02155-24.svs,0,423,1 | |
| C3N-02433,C3N-02433-21.svs,0,1137,3 | |
| C3N-02433,C3N-02433-22.svs,0,1137,3 | |
| 11LU022,5a84eae1-197e-4463-ad65-59becc_D1_D1.svs,0,7,0 | |
| C3L-00094,C3L-00094-21.svs,1,889,6 | |
| C3L-00095,C3L-00095-21.svs,0,1794,3 | |
| C3L-00095,C3L-00095-22.svs,0,1794,3 | |
| C3L-00095,C3L-00095-23.svs,0,1794,3 | |
| C3L-00140,C3L-00140-22.svs,0,1802,3 | |
| C3L-00140,C3L-00140-21.svs,0,1802,3 | |
| C3L-00412,C3L-00412-21.svs,1,162,4 | |
| C3L-00973,C3L-00973-23.svs,0,1435,3 | |
| C3L-00973,C3L-00973-21.svs,0,1435,3 | |
| C3L-00973,C3L-00973-22.svs,0,1435,3 | |
| C3L-00973,C3L-00973-24.svs,0,1435,3 | |
| C3L-00973,C3L-00973-25.svs,0,1435,3 | |
| C3L-01862,C3L-01862-21.svs,1,594,6 | |
| C3L-01862,C3L-01862-22.svs,1,594,6 | |
| C3L-01862,C3L-01862-23.svs,1,594,6 | |
| C3L-02219,C3L-02219-21.svs,1,931,6 | |
| C3L-02219,C3L-02219-22.svs,1,931,6 | |
| C3L-02350,C3L-02350-22.svs,0,1418,3 | |
| C3N-00175,C3N-00175-22.svs,1,308,4 | |
| C3N-00175,C3N-00175-21.svs,1,308,4 | |
| C3N-00175,C3N-00175-23.svs,1,308,4 | |
| C3N-00175,C3N-00175-24.svs,1,308,4 | |
| C3N-00199,C3N-00199-22.svs,0,1721,3 | |
| C3N-00199,C3N-00199-21.svs,0,1721,3 | |
| C3N-00199,C3N-00199-23.svs,0,1721,3 | |
| C3N-00217,C3N-00217-22.svs,0,668,2 | |
| C3N-00217,C3N-00217-24.svs,0,668,2 | |
| C3N-00217,C3N-00217-21.svs,0,668,2 | |
| C3N-00217,C3N-00217-23.svs,0,668,2 | |
| C3N-00552,C3N-00552-22.svs,0,396,1 | |
| C3N-00552,C3N-00552-21.svs,0,396,1 | |
| C3N-00552,C3N-00552-23.svs,0,396,1 | |
| C3N-00552,C3N-00552-24.svs,0,396,1 | |
| C3N-00572,C3N-00572-24.svs,0,431,1 | |
| C3N-00572,C3N-00572-21.svs,0,431,1 | |
| C3N-00572,C3N-00572-22.svs,0,431,1 | |
| C3N-00572,C3N-00572-23.svs,0,431,1 | |
| C3N-00579,C3N-00579-22.svs,0,477,2 | |
| C3N-00579,C3N-00579-21.svs,0,477,2 | |
| C3N-00579,C3N-00579-23.svs,0,477,2 | |
| C3N-00579,C3N-00579-24.svs,0,477,2 | |
| C3N-01024,C3N-01024-23.svs,0,419,1 | |
| C3N-01024,C3N-01024-21.svs,0,419,1 | |
| C3N-01024,C3N-01024-22.svs,0,419,1 | |
| C3N-01024,C3N-01024-24.svs,0,419,1 | |
| C3N-01414,C3N-01414-24.svs,0,820,2 | |
| C3N-01414,C3N-01414-21.svs,0,820,2 | |
| C3N-01414,C3N-01414-22.svs,0,820,2 | |
| C3N-01414,C3N-01414-23.svs,0,820,2 | |
| C3N-01488,C3N-01488-23.svs,0,409,1 | |
| C3N-01488,C3N-01488-21.svs,0,409,1 | |
| C3N-01488,C3N-01488-22.svs,0,409,1 | |
| C3N-01488,C3N-01488-24.svs,0,409,1 | |
| C3N-02002,C3N-02002-22.svs,0,355,0 | |
| C3N-02002,C3N-02002-23.svs,0,355,0 | |
| C3N-02003,C3N-02003-21.svs,0,353,0 | |
| C3N-02003,C3N-02003-22.svs,0,353,0 | |
| C3N-02572,C3N-02572-21.svs,0,1135,3 | |
| C3N-02572,C3N-02572-22.svs,0,1135,3 | |