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,DFI_event,DFI_days,DFI | |
| 55262fcb-1b01-4480-b322-36570430c917,TCGA-3C-AALI-01Z-00-DX2.CF4496E0-AB52-4F3E-BDF5-C34833B91B7C.svs,0,4005.0,3 | |
| 55262fcb-1b01-4480-b322-36570430c917,TCGA-3C-AALI-01Z-00-DX1.F6E9A5DF-D8FB-45CF-B4BD-C6B76294C291.svs,0,4005.0,3 | |
| db4bc6aa-2e7d-4bcb-8519-a455f624d33b,TCGA-BH-A18Q-01Z-00-DX1.E89E49C7-D62A-4408-A3D9-19E79FCB249E.svs,0,1692.0,3 | |
| 56203436-8634-4fd0-96b5-ba6be9d87857,TCGA-D8-A1JK-01Z-00-DX1.3190C919-A403-460D-9F6C-D2AB5FD3FD05.svs,0,612.0,1 | |
| dba9beec-5e51-48c0-9229-0ee286a02a1a,TCGA-BH-A0DD-01Z-00-DX1.2242DD1F-0B7C-4B43-A7A9-8130D2BDEE78.svs,0,2486.0,3 | |
| 6ddaee34-46eb-490c-bd13-f0ab963c4322,TCGA-GM-A3NW-01Z-00-DX1.3B0324F0-4007-4390-AF26-3789A50684E5.svs,0,3361.0,3 | |
| 0bc5744c-5fa3-45bb-87d0-70a02068b392,TCGA-BH-A0DG-01Z-00-DX1.D3C4F57F-608F-46AA-A978-B558117C9DFB.svs,0,2041.0,3 | |
| 0dca98b0-f43e-45b6-9a02-00092c78678c,TCGA-D8-A27H-01Z-00-DX1.BE9DFDD4-97C5-4327-B1DA-4B34A6F267C5.svs,0,397.0,0 | |
| a6e5f869-1182-4f81-b4bb-cf55261c8f3f,TCGA-D8-A3Z6-01Z-00-DX2.19C6AA07-5D58-46CD-91D0-90DD5CC84022.svs,0,563.0,1 | |
| 271404de-24e8-43f6-806b-fb510c1124c4,TCGA-B6-A1KN-01Z-00-DX1.E769FD65-E5CE-4CA4-8BBE-6FC54A2ED870.svs,0,4233.0,3 | |
| 757df7b0-4774-4493-98bf-999ded9ac86e,TCGA-A2-A0CY-01Z-00-DX1.8815F011-317B-4BB7-A48F-64EABD0E558B.svs,0,1673.0,3 | |
| dd96a9c7-899c-47cd-a0f9-b149ed07a5d6,TCGA-D8-A1JB-01Z-00-DX1.6CF48257-066C-4B8C-91AA-30A6B4AD4307.svs,0,1688.0,3 | |
| 27c1c094-690b-4973-8900-a797ad88f98c,TCGA-D8-A27T-01Z-00-DX1.1E3A4D57-9CF2-4EBF-B74D-ADD7BD8CBFA5.svs,0,398.0,0 | |
| baf2afc8-f16c-488f-947c-efc9083c6bef,TCGA-D8-A1JI-01Z-00-DX2.E688E270-26C9-43EC-BC26-86BF8B74A31D.svs,0,577.0,1 | |
| 786e8dbe-442e-4551-87b3-b4c333b04dd4,TCGA-BH-A0WA-01Z-00-DX1.C0EB7B73-5529-49EC-B660-3F849B041963.svs,0,701.0,1 | |
| baf5e81f-2322-41ec-9053-b9559a7993bc,TCGA-AN-A0FT-01Z-00-DX1.6F263AB3-FB1D-4056-AEC2-4F163017324F.svs,0,214.0,0 | |
| 77e25ae8-82ec-4dea-8e62-1176f27e47ba,TCGA-D8-A3Z5-01Z-00-DX2.6196B9FF-F09E-4D44-873D-E53BFB2BF4E1.svs,0,1015.0,2 | |
| 77e25ae8-82ec-4dea-8e62-1176f27e47ba,TCGA-D8-A3Z5-01Z-00-DX3.BB83C7D4-F795-47E7-9A5C-7DBF0EB7FDAA.svs,0,1015.0,2 | |
| 96f02be7-f2df-483c-8968-a5bd2d887206,TCGA-D8-A73U-01Z-00-DX2.91F571C8-303C-463D-952C-263FAA5097DF.svs,0,492.0,1 | |
| 96f02be7-f2df-483c-8968-a5bd2d887206,TCGA-D8-A73U-01Z-00-DX1.6ECEF7C0-00CC-4AC2-87BD-DBFB6E0DC042.svs,0,492.0,1 | |
| 97943d87-fed7-4f14-a0a7-c5bfee64c392,TCGA-D8-A1XK-01Z-00-DX1.41EB1BBC-F230-4E3F-8C4E-CE331CAF1935.svs,0,441.0,1 | |
| 35bd694d-1dd2-466f-ab27-03320614b40e,TCGA-OL-A66I-01Z-00-DX1.8CE9DCAB-98D3-4163-94AC-1557D86C1E25.svs,0,714.0,1 | |
| 376ffe63-efd7-42af-90e1-261255b28bb7,TCGA-AR-A2LH-01Z-00-DX1.40D4FD67-FB13-46D9-A202-56A5791EA11C.svs,1,434.0,4 | |
| 5fd9552a-c742-4388-940d-295d1107ae00,TCGA-AR-A1AY-01Z-00-DX1.6AC0BE3B-FFC5-4EDA-9E40-B18CAAC52B81.svs,0,1026.0,2 | |
| 398fb71b-ca83-44e7-bf0d-b1ca464b0283,TCGA-OL-A6VO-01Z-00-DX1.291D54D6-EBAF-4622-BD42-97AA5997F014.svs,0,858.0,2 | |
| 39cde586-df95-435f-b9a6-73b0c0ee5e92,TCGA-AO-A0J3-01Z-00-DX1.8F28BFC8-D37E-425F-A9E3-4C23F083237C.svs,0,651.0,1 | |
| 5ff12cbe-a3e0-4ce6-8452-12b984a1baaf,TCGA-EW-A1IY-01Z-00-DX1.3FD00274-C2CD-491A-915B-23FD535A4723.svs,0,258.0,0 | |
| 3aaabc62-f5a4-4025-9b29-5adf82c86c84,TCGA-AO-A1KP-01Z-00-DX1.612442AB-24E2-489B-9838-7CEE82BCD605.svs,0,2953.0,3 | |
| 6020d1b4-ee20-4cc9-82a3-340b5e3122f1,TCGA-D8-A27L-01Z-00-DX1.6572593C-B015-4F9A-8C9B-B634CAA0D3B4.svs,0,499.0,1 | |
| 623befd6-0ca4-4a6c-9cf5-d9385c3b718f,TCGA-AR-A1AO-01Z-00-DX1.244DEE5B-0896-452F-A14D-E290260A9D8F.svs,0,2618.0,3 | |
| 62d70067-ff77-4f95-8b69-f537abaf74ce,TCGA-D8-A1J8-01Z-00-DX2.5DCB3447-548D-442C-86B1-CEF79B8689DF.svs,0,431.0,0 | |
| 62d70067-ff77-4f95-8b69-f537abaf74ce,TCGA-D8-A1J8-01Z-00-DX1.EADAB43A-87C6-47FA-9120-25B69E23366D.svs,0,431.0,0 | |
| 60df7543-6da5-4c75-943b-5800c1e08234,TCGA-E2-A14X-01Z-00-DX1.24ADDA43-F127-4A6B-9AAD-2FAD982A853D.svs,0,972.0,2 | |
| 6397d7bc-9cb1-4a84-81ad-76954e0a8cee,TCGA-GM-A4E0-01Z-00-DX1.55A5D765-AA35-4052-9185-6872B580F0F6.svs,0,2191.0,3 | |
| b956df1b-bc77-4bdb-a5bd-5dda7b4c8da7,TCGA-E9-A22B-01Z-00-DX1.01692f98-bd7c-4b02-990c-53560276baa0.svs,0,1167.0,2 | |
| 6412854a-f874-469e-9d1f-8bd3ae5bd41d,TCGA-A8-A08R-01Z-00-DX1.72FBD9A3-5EB9-4855-89EB-697883C2EA9B.svs,0,30.0,0 | |
| 6429c443-8ac3-407f-bb9c-66420b904bbf,TCGA-E2-A573-01Z-00-DX1.D6633BC2-524D-4153-952F-6B1D8D067370.svs,0,1062.0,2 | |
| 4229e432-6ac5-49d2-b58a-e8713ddb79bd,TCGA-AR-A2LQ-01Z-00-DX1.2F579E62-69A8-40F4-A516-542C7C808628.svs,0,1233.0,2 | |
| 9857be0c-aeca-4a43-90b1-0535bd08e086,TCGA-B6-A2IU-01Z-00-DX1.3C7DF701-4ED9-4989-AA63-A6B7B105F6EE.svs,0,5176.0,3 | |
| 994ca1f5-ad10-44ec-aa21-71fc2940653b,TCGA-E9-A1N9-01Z-00-DX1.982C83A6-0E06-47B3-A7C7-1773A2CD1771.svs,0,1101.0,2 | |
| 98e0b4de-52fc-4945-9bf5-11e29368f939,TCGA-AR-A1AQ-01Z-00-DX1.09D5D7FC-0FA8-4176-94B2-995F44D8ED4C.svs,0,3021.0,3 | |
| 05506f4c-e701-4a9d-ae06-97f066aade43,TCGA-AN-A0AT-01Z-00-DX1.DFD68CD2-C25E-47BE-BC06-8CE3C657B9FD.svs,0,10.0,0 | |
| a82d0a57-4383-473d-b334-d13b278404b1,TCGA-OL-A5RW-01Z-00-DX1.E16DE8EE-31AF-4EAF-A85F-DB3E3E2C3BFF.svs,0,1106.0,2 | |
| 0685edd2-ce1c-4e0e-8dda-393139af4223,TCGA-AO-A03U-01Z-00-DX1.AE2B55F3-8BA1-4546-82B7-4D2292BE1C78.svs,0,1793.0,3 | |
| a8a199c9-d781-4e6c-af8c-c85d60c7cd40,TCGA-C8-A1HL-01Z-00-DX1.CC21CAE9-DE48-4ADE-A959-5A99010AAFAC.svs,0,317.0,0 | |
| 08740d7f-5a5e-4dfa-bd48-7fbf228a7a28,TCGA-B6-A0WZ-01Z-00-DX1.6CFB236E-36F5-43D6-8DE3-C4ECBD3C14C6.svs,0,6292.0,3 | |
| 08306ede-e74b-4be9-b768-7fd98647b6ac,TCGA-A2-A0T6-01Z-00-DX1.207A3883-5B41-40EB-95A1-D64C9610650B.svs,0,575.0,1 | |
| 2b36853f-34d3-47c5-ba6a-e5a93233d2b1,TCGA-AC-A7VC-01Z-00-DX1.EB247544-EADE-419C-B7A7-BB9CC978336F.svs,0,1.0,0 | |
| 2c90d5e3-ac8c-4c86-a06f-42ccc064eb49,TCGA-D8-A1XZ-01Z-00-DX2.73D59546-C003-4DED-80D5-866E7055EC79.svs,0,466.0,1 | |
| 02e6f999-24f2-4ad2-9b92-df3ee2b082e5,TCGA-D8-A1JC-01Z-00-DX1.16D32FE8-4D76-4EEC-9739-D394087605BC.svs,0,480.0,1 | |
| de75d0b9-0f47-4732-8df5-05c350cfcd32,TCGA-AN-A0FY-01Z-00-DX1.25F5E2A1-F92C-4FE1-BD90-0CDDE50DC066.svs,0,10.0,0 | |
| deba32e4-0e68-4711-941b-3b63bd965afb,TCGA-A2-A3XY-01Z-00-DX1.E57FC9BF-411E-4028-AC10-8BCA5D0C8472.svs,1,802.0,6 | |
| 03ab1e9f-4918-404d-b178-3a4fd929c5e8,TCGA-C8-A137-01Z-00-DX1.87F3775D-A401-4D5E-843F-8FB1D4BE97F8.svs,1,136.0,4 | |
| 1ff85ada-3cdd-4afb-b311-2c7befb52702,TCGA-EW-A1P3-01Z-00-DX1.EF69B964-57D6-4F8E-A183-A3022AF6E835.svs,0,1611.0,3 | |
| 22eaba28-be67-4730-9846-860bc1fca29a,TCGA-A8-A0AB-01Z-00-DX1.103ED338-A0F9-403B-A10C-49840BD60EB8.svs,0,518.0,1 | |
| 045c13ef-3db7-4adf-b0a3-23338f0479f3,TCGA-B6-A0I6-01Z-00-DX1.D597D207-BEB2-4CE5-B315-FE7AD6E9C30B.svs,1,859.0,6 | |
| 20e8106b-1290-4735-abe4-7621e08e3dc8,TCGA-BH-A0E0-01Z-00-DX1.01E88024-83DF-4282-ABAF-F4E35807DA06.svs,0,134.0,0 | |
| 23c31c2e-336c-4878-a476-cf8d811b4875,TCGA-S3-AA10-01Z-00-DX1.C0468882-0DD8-4FC5-8C2F-E18BE8000F69.svs,0,586.0,1 | |
| 4f608829-ffc4-4527-886e-6bc764ab29f5,TCGA-BH-A0BG-01Z-00-DX1.0838FB7F-8C85-4687-9F70-D136A1063383.svs,0,1871.0,3 | |
| 539bbbed-43fb-4fef-9c67-6406f58b186a,TCGA-E9-A248-01Z-00-DX1.C991932F-39D4-4F2C-91C3-CE12B5BAEDB1.svs,0,59.0,0 | |
| 1d38d356-d126-4476-94d0-26616b9375b1,TCGA-OL-A5RV-01Z-00-DX1.920AC243-1DAC-4854-BEB6-1CBCC950F26B.svs,0,1062.0,2 | |
| 12d31787-e54d-4729-ace8-9141043c92b8,TCGA-A2-A0ST-01Z-00-DX1.AE05A5DB-4861-40DE-B0F5-7955FC903A96.svs,0,3017.0,3 | |
| 515b1400-e896-4f2a-81bd-70895441a0bd,TCGA-A8-A06Y-01Z-00-DX1.3BC58446-524E-43F3-AAE6-FBC4AA543E66.svs,1,791.0,6 | |
| 1347c23d-8d6e-4c15-9461-640249838c96,TCGA-LL-A6FR-01Z-00-DX1.107010FD-8EDD-406D-B4DE-DEC9E85576FF.svs,0,489.0,1 | |
| 518f231c-f5f9-4a39-a97b-7fd5666d3e50,TCGA-BH-A0AZ-01Z-00-DX1.E20051E8-DEEF-48E5-B519-40777DDBC96B.svs,0,1919.0,3 | |
| 1f8f87cb-8a0b-474c-97fb-c71b4fd88d97,TCGA-AO-A1KT-01Z-00-DX1.47878910-4359-4795-B0BB-FAC147C8D932.svs,0,541.0,1 | |
| 02bed00f-bef7-4fb7-b243-540354990e45,TCGA-A2-A0T1-01Z-00-DX1.CD1E9C46-18A3-466B-AA0B-24F3055FA851.svs,0,521.0,1 | |
| 1c3610f7-e0aa-48d7-9a27-0dbaf6e244f9,TCGA-A2-A04U-01Z-00-DX1.06D17357-46A8-4DC3-A22B-2F4EB6EE3F79.svs,0,2654.0,3 | |
| 89a8da07-4487-47c6-8d3c-442a87e4f632,TCGA-E9-A227-01Z-00-DX1.823062BF-3444-489B-AF91-AAD4ECAA1DC7.svs,0,975.0,2 | |
| 8ace3b8c-f23e-48a9-a137-9e046bd9549b,TCGA-BH-A0E2-01Z-00-DX1.5F6FA19C-D59F-45BE-80CE-F738CAB1EF0B.svs,0,435.0,0 | |
| cab38ea8-4555-413c-b81e-4621aac4ef85,TCGA-BH-A0H5-01Z-00-DX1.28F24D4D-EE80-4EDA-BC30-A194E22FD61C.svs,0,1620.0,3 | |
| 86cf879e-3b40-44dd-aaa7-6f49f54a15d9,TCGA-AC-A3YJ-01Z-00-DX1.8E665F69-FD8C-419A-871F-3AEE2E5A3A60.svs,0,754.0,1 | |
| cc0902fd-a2fc-4327-929e-d4219e32e1d7,TCGA-AO-A126-01Z-00-DX1.D9D6AA15-32F0-44BD-AF30-36191784FFA2.svs,1,267.0,4 | |
| cc348a26-ee11-47a4-8b51-de922967e175,TCGA-A8-A09V-01Z-00-DX1.2D6731CA-5712-4EB8-8602-E53301BF4238.svs,0,457.0,1 | |
| 87281a89-91d2-44f7-9f80-668567ad5c72,TCGA-EW-A1J6-01Z-00-DX1.F668E978-13B6-4284-9522-37C65C57A21A.svs,0,875.0,2 | |
| 8624354c-af25-423c-9c71-48a5dd821097,TCGA-D8-A1X8-01Z-00-DX1.DDA3866E-C7CC-4650-BE2B-5C9A98A2D531.svs,0,783.0,2 | |
| 8785012f-f73e-4d68-87cf-1d804af32782,TCGA-A7-A13D-01Z-00-DX2.8165A362-6A08-4BFD-9428-7EEB6C59D7F1.svs,0,965.0,2 | |
| 3d676bba-154b-4d22-ab59-d4d4da051b94,TCGA-E9-A1NE-01Z-00-DX1.f332124a-cdab-4ab5-82d1-4b8b7f3c9821.svs,0,1088.0,2 | |
| 3b01d064-8c00-4972-9f07-407eac8e7534,TCGA-BH-A0HX-01Z-00-DX1.44EBA39E-383D-4820-915E-4E5FDA1D43DA.svs,0,829.0,2 | |
| dfaabd03-2d40-4422-b210-caf112ff4229,TCGA-AC-A8OQ-01Z-00-DX1.15946A44-711C-4765-AB46-5CFB7BD11E42.svs,0,34.0,0 | |
| ae8c77fe-e6c8-44d5-8265-4a38c637bbef,TCGA-A2-A0YF-01Z-00-DX1.6166E995-0669-43D6-B9C7-FE39BCE529CF.svs,0,1535.0,2 | |
| ac075bc0-1b59-4557-beea-541694faee03,TCGA-E9-A1N8-01Z-00-DX1.1243AB1C-75A3-4A5E-9674-53992E6DD377.svs,0,1039.0,2 | |
| af0acaa9-a61c-4e57-bc0d-453ad5bf193a,TCGA-OL-A66L-01Z-00-DX1.E01BA275-57A5-49DF-9376-1AD0BDFFF7E2.svs,0,1301.0,2 | |
| ac68d219-5670-4ddd-8df6-8aa7ad59e5c7,TCGA-EW-A1OV-01Z-00-DX1.93698123-5B34-4163-848B-2D75A5F7B001.svs,0,789.0,2 | |
| b1d44c81-747d-471f-9093-aeb262a17975,TCGA-Z7-A8R6-01Z-00-DX1.CE4ED818-D762-4324-9DEA-2ACB38B9B0B9.svs,0,3256.0,3 | |
| ac6d3ba9-f84f-4657-aa85-4d66fb7c09da,TCGA-A2-A1FX-01Z-00-DX1.35B93F3A-9959-4D72-A702-08B27563D24F.svs,0,1847.0,3 | |
| b26d41cd-393b-4cd4-8925-a9488f7de576,TCGA-C8-A1HE-01Z-00-DX1.83A5D816-E3A6-46B8-B1B8-B31486EB686E.svs,0,375.0,0 | |
| b304302a-f2b9-4cd7-ab14-c21edf7778ea,TCGA-E9-A5FK-01Z-00-DX1.3F002C99-B4CA-4068-A816-EAC370A2E8C4.svs,0,812.0,2 | |
| b2aac45b-2073-4c7a-adb9-769a4fdcc111,TCGA-E9-A1NH-01Z-00-DX1.20FF11B7-DAF0-41C2-B7C5-449BA5268EC0.svs,0,576.0,1 | |
| 8b525ec6-d24b-49d4-bfcb-b354de4dae7c,TCGA-C8-A1HM-01Z-00-DX1.F93C3F56-3AA6-4D38-B51E-4694CBEA3830.svs,0,375.0,0 | |
| b35fbe19-0e6d-427e-b9be-ee3527b5fca6,TCGA-E9-A2JT-01Z-00-DX1.49C2B936-3B1A-4014-8B43-26D483DEF53A.svs,0,288.0,0 | |
| f31c21b6-0f7f-435b-9e24-97c909755c36,TCGA-BH-A0HQ-01Z-00-DX1.0921FCEF-20A2-4D4B-A198-91AF9F6C814C.svs,0,1121.0,2 | |
| f357fe19-5359-4662-8ce9-aa996132283b,TCGA-AO-A0JF-01Z-00-DX1.3277D13C-F257-4D4C-AB5C-BEBA2E1A63D8.svs,0,1980.0,3 | |
| f45aa0b2-f3de-4db5-9730-e5c6c4e2ed3a,TCGA-EW-A2FV-01Z-00-DX1.0C59AC06-DD9B-413A-8A03-B71774F662FA.svs,0,788.0,2 | |
| f3b86c02-09a5-4e97-aa7a-86f13f7cda4b,TCGA-EW-A1PE-01Z-00-DX1.8EF56824-0B37-4AD1-AF3E-7988FCBEF773.svs,0,320.0,0 | |
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| 49dc3e68-6206-4f16-969f-a758cc7be8ed,TCGA-BH-A0BA-01Z-00-DX1.579E11C9-437C-4D49-8811-DD94D8454712.svs,0,1132.0,2 | |
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