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,label | |
| e35be832-6972-4677-b985-02e90d51141a,TCGA-ER-A3EV-01Z-00-DX1.295FE0BC-4BCC-4950-A671-01A49FE10185.svs,0 | |
| b93f703e-be51-4469-aaac-2d4a87a37639,TCGA-ER-A3ES-01Z-00-DX1.591E818F-FF61-438F-8E41-8F928DA92011.svs,0 | |
| 6c353b35-4f6d-4a36-bc8b-8a21dd0beecb,TCGA-ER-A2NH-01Z-00-DX1.8E2DEC74-D875-4420-B572-A462F1016CAB.svs,0 | |
| e36c9411-773b-4a8e-9b43-895b3cb044c7,TCGA-GN-A262-01Z-00-DX1.64FB584F-24C0-4311-A75F-365CD48D0CD6.svs,0 | |
| 783eb662-7d7a-4637-8500-e2d86d73ec7b,TCGA-EE-A2GO-01Z-00-DX1.2A8B9951-8526-426F-98FA-205DFC6980C3.svs,1 | |
| 5359d381-e7f2-4155-a559-7da9cda42ed9,TCGA-RP-A6K9-01Z-00-DX1.4B236014-BF37-4DB1-89C8-3C598A0D489D.svs,0 | |
| e5bc45ce-8a14-40b5-b9b5-ce45609fef3a,TCGA-FW-A3R5-01Z-00-DX1.701DF0D8-5D3A-4FEA-BA55-0F8CB3961E81.svs,1 | |
| 1068ad76-612e-40ee-b2fa-916da14b7916,TCGA-ER-A2NE-01Z-00-DX1.C015AF50-4603-46C7-BF1E-B0258A049BFF.svs,0 | |
| 6dc9c5b0-77e6-4c53-a75c-8f01731c54e8,TCGA-GN-A4U4-06Z-00-DX1.A9927319-9AE2-46A1-B68D-435E47CA2E09.svs,0 | |
| 69c0ef46-3117-46f3-b36e-581eb03eb829,TCGA-ER-A19O-01Z-00-DX1.41972CD4-68BF-4815-A362-74A1038241C9.svs,0 | |
| d3b77da8-be1d-4955-b1c7-55b7769785e8,TCGA-GN-A4U8-06Z-00-DX1.BD0E3D01-7FE9-40B6-9C80-63C83CB2E380.svs,0 | |
| e699a2a7-dbff-4122-8114-87d70a56f59f,TCGA-EE-A17Y-06Z-00-DX1.0D310813-3A45-4B49-8338-8146F9760BE4.svs,0 | |
| 92116b0b-e614-4a27-a3c2-207e561c788b,TCGA-XV-AAZV-01Z-00-DX1.EBADFAC9-8696-4A32-A768-785D32D46CB5.svs,0 | |
| d7ade261-b624-4e47-8a82-591bf1a8faa4,TCGA-DA-A95V-01Z-00-DX1.E6E283D5-9367-4360-A6FD-100B6E9729BE.svs,0 | |
| 5f07d78a-44a1-4002-a55c-5fe01b35d669,TCGA-BF-AAP0-01Z-00-DX1.E194AEF2-65FC-47DB-985B-93FF6CA62086.svs,0 | |
| f18cfe4a-fffd-4e09-9eef-343ba9ffd0d1,TCGA-EE-A2GK-01Z-00-DX1.0AB26CDF-352D-4B2E-BC34-1F533911B954.svs,0 | |
| d5f8b18c-8ae7-457a-aa3e-c4bd77b276ab,TCGA-ER-A19C-01Z-00-DX1.939394BD-E2B3-4DC7-9DCF-B380A38F76C7.svs,0 | |
| f3bb6362-6801-4c95-a828-09c0002a8b87,TCGA-FS-A1Z7-06Z-00-DX5.8F583629-BB0D-46AD-97A7-42C7E871760E.svs,0 | |
| 11463605-7086-48f4-b9bd-027715071880,TCGA-GF-A6C8-06Z-00-DX1.9388CB1A-BF64-4CE8-AAC3-E565FFA90114.svs,0 | |
| f3bb6362-6801-4c95-a828-09c0002a8b87,TCGA-FS-A1Z7-06Z-00-DX2.1DEA2824-A11B-4AD0-9F77-0D7149A0FFD7.svs,0 | |
| f3bb6362-6801-4c95-a828-09c0002a8b87,TCGA-FS-A1Z7-06Z-00-DX4.4559CF24-0E79-4A62-A06C-057CB6B58223.svs,0 | |
| cdcf4d91-98a1-4a65-98dd-c6fc80805a0c,TCGA-EE-A2A6-01Z-00-DX1.9897318F-B858-4036-9F4B-4AF92D357859.svs,0 | |
| b85b14d7-3b5a-4800-af12-622ec03b9fe5,TCGA-ER-A19T-01Z-00-DX2.FEB8038D-2930-4216-ADCB-164A31922CBD.svs,0 | |
| 5bf40b29-d722-430a-91bc-cad941ee3694,TCGA-EB-A6R0-01Z-00-DX1.9A8D78EB-C83D-4829-A1E1-877B847D010F.svs,0 | |
| ea3c0988-17c7-4eb0-a1a6-cef1e0865384,TCGA-ER-A42H-01Z-00-DX1.093FF55F-A71B-48E4-8897-C8002D4BF5D2.svs,0 | |
| b770ed96-a48c-4e88-8db6-b2d1a1619da2,TCGA-D3-A51N-06Z-00-DX1.D5CB4EEA-2764-438F-ABAF-F875559F9CBC.svs,0 | |
| 0e597498-44ad-40ae-bb83-f1b27388ec0a,TCGA-D3-A3MR-06Z-00-DX1.D05823A5-C823-471F-8992-72AFA58DB37A.svs,0 | |
| dde0b2be-ea43-4de7-8feb-ccdc073c6978,TCGA-EE-A181-01Z-00-DX1.B302A50A-0719-4B46-8605-09D8A0FA20B6.svs,0 | |
| 021a9431-7fdc-42b8-9ff0-e17ded79ff1d,TCGA-ER-A42L-06Z-00-DX1.EFC23C96-F0A5-4ADA-BE77-11B967531BEC.svs,1 | |
| 0dcd7af7-ea83-4131-821d-a17943919c1a,TCGA-EE-A2MU-01Z-00-DX1.B7B9D5C6-B571-44B5-9B4A-10380F29F4CF.svs,0 | |
| ec4c4296-6ab4-420c-80a4-e7a34b9bf4a2,TCGA-GN-A9SD-06Z-00-DX1.B013023E-1764-4607-B86E-CE984CBBFB1B.svs,0 | |
| 0f579238-5a11-4adc-9c80-572cbb2ce58f,TCGA-WE-A8K5-06Z-00-DX1.88DA18DD-8CB6-4214-97C8-CCE566619649.svs,0 | |
| 49a6f6a6-bf6f-45cf-93dc-b006b4a0637d,TCGA-FS-A1ZW-06Z-00-DX7.6C842FEA-2DF8-4467-984E-C317FE537FC3.svs,0 | |
| 49a6f6a6-bf6f-45cf-93dc-b006b4a0637d,TCGA-FS-A1ZW-06Z-00-DX5.0E6095A7-836E-454F-BB2E-94BAB7C7EB4F.svs,0 | |
| 49a6f6a6-bf6f-45cf-93dc-b006b4a0637d,TCGA-FS-A1ZW-06Z-00-DX9.0DDE021F-F82C-4329-8032-D75E99FE6348.svs,0 | |
| 177b515e-bcb9-4a08-9b38-3ccdec0e293f,TCGA-FS-A1ZA-06Z-00-DX1.1D969D96-646E-4270-A130-D2DCF422CA50.svs,0 | |
| 49a6f6a6-bf6f-45cf-93dc-b006b4a0637d,TCGA-FS-A1ZW-06Z-00-DX3.92935375-C146-4E55-B27C-70017227B5A2.svs,0 | |
| 28cf244b-77dc-4b31-a65a-9746f15bb07e,TCGA-D3-A2JL-06Z-00-DX1.3258F79C-866E-4AC5-BB16-F4DF65E9DFC2.svs,0 | |
| 26293554-04d3-4fc9-b12e-6a199278ed11,TCGA-EE-A29X-01Z-00-DX1.849003E0-F750-4D6C-9A68-AD4E894FDF00.svs,0 | |
| 296f44f9-3ecb-4b40-ae51-c3a06e3fbe00,TCGA-EE-A3JI-01Z-00-DX1.4648812E-2D0A-43DE-9BCF-2D88C312B025.svs,0 | |
| 2c79add1-8093-4e81-8f80-069af7b7c2fa,TCGA-FS-A1ZE-06Z-00-DX1.0628CA6E-328C-428F-A4D1-ECB565D8DB98.svs,0 | |
| 2e7cfa51-8965-4c11-8fef-077fd258fbe4,TCGA-EE-A3JH-01Z-00-DX1.C1558CB7-A35E-4EC2-A615-219D6FB0E06B.svs,0 | |
| 2c8d436c-4edb-4083-b23f-9a33307d5bb2,TCGA-HR-A5NC-01Z-00-DX1.F8577EB3-C670-4DDB-9EDD-B8681CE2D664.svs,0 | |
| 2ea7ad21-3324-4eda-8c82-fc2ceea2fc73,TCGA-DA-A1IA-01Z-00-DX1.5EC9E887-49D4-414D-B1AA-45EDCA84DA1A.svs,0 | |
| 2d8868ab-a7db-4cbd-a9af-cc485b29c177,TCGA-D3-A51J-06Z-00-DX1.A292E5D2-B00F-400B-875D-6C57E215A29E.svs,0 | |
| 2e0f7da5-9078-4c7f-b074-565246529a83,TCGA-BF-AAOX-01Z-00-DX1.4B8CBB87-A525-4204-81DC-035B2C45C629.svs,0 | |
| 33d7cccb-6349-4337-8c5b-6e3e8b3c7af1,TCGA-D3-A2JA-06Z-00-DX1.B2D576DF-C876-4385-9F85-23ACBDF30AF7.svs,0 | |
| 47ffe5ef-7d1f-44eb-9307-104771b39381,TCGA-EE-A2MK-01Z-00-DX1.3A8F8407-BA89-46E6-9591-90A1CABD6E21.svs,0 | |
| 3ebb2374-4518-4e19-9b65-9c3e66252c4c,TCGA-ER-A197-01Z-00-DX1.43CE44D7-E3C1-4D61-8319-D9614F898047.svs,0 | |
| 4e9d1a69-1f10-4500-9dda-f8eb1ccc6576,TCGA-EB-A4IQ-01Z-00-DX1.C9F9D585-C34F-4771-9BE7-5E8CBE15EF0A.svs,0 | |
| 455f982c-a067-46ac-bf89-3e535d0ffca0,TCGA-BF-A1PZ-01Z-00-DX1.7732293F-0BDD-4688-A112-5104C38E680B.svs,0 | |
| 41c4f51a-e908-42f9-9805-5cff5b12708c,TCGA-EE-A3JA-06Z-00-DX1.616ADF60-1EBE-4082-97D8-25AFEF393429.svs,0 | |
| 536e1779-550b-47f1-a204-50a16870a8e1,TCGA-EB-A82C-01Z-00-DX1.11DBF5EC-C481-4F3D-A6EA-88644D7487A7.svs,0 | |
| 50dc9c63-c491-4afc-ab12-74b40eba58b6,TCGA-EB-A85I-01Z-00-DX1.8049AEB4-083E-4907-BCD9-23A7B83B54A7.svs,0 | |
| 4a4f5ee9-b588-4357-b058-effbfb53e2c3,TCGA-EE-A2MS-06Z-00-DX1.76FF55CE-10D0-4A93-AB1D-81AFB910410B.svs,1 | |
| 50e4cdbc-b10b-4c6c-9981-68defa1a8fe0,TCGA-D3-A51H-06Z-00-DX1.33682556-776F-42B4-BA36-05E973FF276E.svs,0 | |
| 51b4e55c-5307-4a13-9b2a-fbd58575335e,TCGA-ER-A195-01Z-00-DX1.90F626B4-B6B2-45FB-AABC-1E984AE08237.svs,0 | |
| 585a8d2e-cd09-4a61-b7c9-e8f70ce39e69,TCGA-EE-A2A2-01Z-00-DX1.D527C2E8-7AF4-484E-A0A5-1EB44EDAF00E.svs,0 | |
| 554270fb-1fb3-4aeb-81a1-f78c30b143b4,TCGA-EB-A51B-01Z-00-DX1.BC8C3CE2-CDF5-4BCE-A766-71652F40EFCE.svs,0 | |
| 5226b25f-e326-4884-af79-916e4bbb701f,TCGA-EB-A3XC-01Z-00-DX1.F50679D7-D525-4F20-980F-AF43D7E9EBE6.svs,0 | |
| 588a48f7-947c-463e-8991-9a4ee82683aa,TCGA-D3-A8GS-06Z-00-DX1.132335B1-2575-46E0-947E-7E01E8D52A8A.svs,0 | |
| 5564e6a7-2195-4b0d-994e-b0617b58e889,TCGA-3N-A9WB-01Z-00-DX1.A9950ED4-9480-455C-AE0D-8E076D4DA432.svs,0 | |
| 56d4ca9b-c050-45b4-b636-03fe2251fa1a,TCGA-WE-A8ZR-06Z-00-DX1.52E1652B-F713-4DEE-B699-FE9D0719A43C.svs,0 | |
| 56ee81ed-242a-48ca-92a8-49973469a697,TCGA-D9-A3Z3-06Z-00-DX2.E2C62CF8-CFC4-4315-B14A-59ABD0A8B959.svs,0 | |
| 5dec1b6a-5d60-463c-9655-fc7ed79ca19d,TCGA-EE-A29S-01Z-00-DX1.C53935B6-2B30-47B6-B051-0360C8C9B774.svs,0 | |
| 5f39db5b-e5c6-4b7c-acbc-a7c73b556829,TCGA-WE-A8ZY-06Z-00-DX1.A17BD770-E488-4B3C-9FBA-0CDE316BC3EC.svs,0 | |
| 68567581-0be3-48f1-8dcd-487bc0c1e6f6,TCGA-FR-A3R1-01Z-00-DX1.D6EB7ABD-9AD8-44B8-9055-782C272A65F4.svs,0 | |
| 667d5c5e-abc0-4fb8-b6c4-739f7cb3f0fe,TCGA-EB-A5UM-01Z-00-DX1.6F0E5CD6-FE4C-46F9-A095-59CF750A053A.svs,0 | |
| 668701cf-9c73-4caf-8482-3f478235909a,TCGA-DA-A95Z-01Z-00-DX1.E34FE26D-097D-4469-8ED3-5AA2EA346033.svs,0 | |
| 6b02def4-04ca-4ba0-bc48-262c4d8a294c,TCGA-EB-A44P-01Z-00-DX1.717C3DBF-9CC2-425F-8CEA-15CD5BF28225.svs,0 | |
| 6fe664cc-e66b-4abf-a7d2-08bb4ce8eba3,TCGA-EB-A3XD-01Z-00-DX1.B0C8A3FE-21A5-4807-9343-0BFD9DFCA458.svs,0 | |
| 6e2d8818-b377-45f5-97f4-f905de22c487,TCGA-EB-A4OY-01Z-00-DX1.F52614E1-FD7A-48A9-986C-09D471FDF203.svs,0 | |
| 70f52403-b4d0-4e77-96c5-68ce7265e312,TCGA-EE-A20F-01Z-00-DX1.78401458-3FDA-4D9D-8567-878E6D28EF5C.svs,0 | |
| 78f3d4db-a1ff-4ea2-aaa0-cbf0278b915e,TCGA-EB-A82B-01Z-00-DX1.79E2EC10-1F21-4CC1-BF07-0FA6571C4ABC.svs,0 | |
| 800d3a17-269f-4d97-94ff-8585f20038d8,TCGA-DA-A1HW-01Z-00-DX1.5AB192DF-B8F9-47D2-96CC-3831E73BD640.svs,0 | |
| 83d05b9a-f409-4169-bef9-e772d2cfbfaf,TCGA-EE-A29E-01Z-00-DX1.1A723FE9-A029-4FE5-8BD4-F12FB32FC482.svs,1 | |
| 81807b84-da9c-4847-a303-5a8c7297127c,TCGA-W3-AA1Q-01Z-00-DX1.EC1690AB-35AD-47EE-BD1C-8C6C56715B75.svs,0 | |
| 85400bf1-23e0-4e0f-8df7-f0d108641aee,TCGA-D3-A3MO-06Z-00-DX1.F375C5A1-723B-4F61-B1AB-6AF1B944A327.svs,0 | |
| 889ae822-add8-4a10-abe0-50176c858f80,TCGA-FW-A5DX-01Z-00-DX1.B6197945-5BEA-41F2-8164-415F046A5DFD.svs,0 | |
| 865128c9-2e8e-4683-9232-174282ae984d,TCGA-EE-A2A5-01Z-00-DX1.96AC91D6-1BED-4F64-BF07-A8EA5B6C92F9.svs,0 | |
| 8aad9690-d1ad-424b-9a80-d7980760d093,TCGA-EE-A29N-01Z-00-DX1.9842217A-23B9-40CA-91CE-D83F8DFD7A0B.svs,0 | |
| 905ea29f-588a-497b-9f06-2eef3bdc9442,TCGA-EE-A29B-01Z-00-DX1.879D9639-D004-450B-8DB8-DE9CDBD0AEE3.svs,0 | |
| 9a903fc2-57d7-4a02-94e7-9b9b7ee99276,TCGA-D9-A1JW-06Z-00-DX2.8CEC70B1-F341-4BA9-BBA4-F2418363108D.svs,0 | |
| 913f21a9-f727-4983-ab3a-61b5b3fc7f5e,TCGA-EE-A2GH-01Z-00-DX1.42CDC27D-0C69-437B-9569-21FE55DCB56A.svs,0 | |
| 97d9dfc9-c937-48b4-b453-df081950419f,TCGA-EE-A2GT-01Z-00-DX1.D3BA94B8-89D6-4495-A36B-8C47A56DFD44.svs,0 | |
| 9817ec15-605a-40db-b848-2199e5ccbb7b,TCGA-W3-AA1V-01Z-00-DX1.86F0DF30-1FB8-4316-8126-0C6CCF82A06E.svs,0 | |
| 9937259a-9d47-483c-8773-b3c60e02a653,TCGA-FS-A1ZM-06Z-00-DX1.E019A4FB-9690-4307-ADDD-3FF7BA153FCC.svs,0 | |
| 931e39cd-b0c4-437f-b6c5-9358d74ea533,TCGA-DA-A960-01Z-00-DX1.89BAEF28-636F-4A4D-B4D7-399073693D79.svs,0 | |
| 9d86940d-50fb-4d2f-8b1e-539196885f46,TCGA-FS-A1ZN-01Z-00-DX4.06F2FBB4-52C0-42C2-A497-3F65EEAFE5BE.svs,0 | |
| b5e37b9b-6264-4cc8-9b44-1d8ac0692d6c,TCGA-EE-A2M5-01Z-00-DX1.8F00BDE7-5445-49BB-98FA-694C197BD3CF.svs,0 | |
| b6750b08-c59d-49b9-8c08-a19e17cb366f,TCGA-WE-A8ZO-06Z-00-DX1.6679C145-BB41-4696-96FE-94646701122F.svs,0 | |
| bd2345ed-33b8-4010-8479-4d6c67e29561,TCGA-EE-A2MH-01Z-00-DX1.8DC9BBBE-4B8E-4722-B0CE-44059DD01010.svs,0 | |
| c4ed9e22-b5d7-4469-89a8-861a86791c8b,TCGA-D9-A3Z4-01Z-00-DX1.5807DC41-0370-4F3C-8ECB-4A12B81C8FC7.svs,0 | |
| 62e928c1-df8b-4771-ae46-5da40794daf2,TCGA-FR-A3YO-01Z-00-DX1.BD401359-62AF-4A4A-B15C-290E07651153.svs,0 | |
| 16182443-12a1-4b0f-a6ab-33c2942e2991,TCGA-D3-A3C8-06Z-00-DX1.FE6A00E4-C1B4-42D8-9B02-34AF74F61C94.svs,0 | |
| f7368803-c545-4407-9a14-2220560a8f80,TCGA-ER-A19B-01Z-00-DX1.DAEE8E5D-C4AC-419E-A4E0-2164051F22F0.svs,0 | |
| f788f950-7953-47a6-b833-f9e5daa28fd3,TCGA-ER-A2NG-01Z-00-DX1.35B12E55-502A-4B87-A681-629A63AEC447.svs,0 | |
| 449c9d70-d8aa-41d4-beeb-0bbfc73a23d8,TCGA-EE-A2MR-01Z-00-DX1.F5AB5CC6-0D9A-4438-804D-FA4636D966F2.svs,0 | |
| bda2f09a-82c4-40ec-90e8-0bf63916a5c7,TCGA-ER-A2NB-01Z-00-DX1.323F02C6-D07A-41B6-BEE3-DE212F657A3E.svs,0 | |
| 8ab09143-daf6-40a9-85d3-0fe9de7b3e06,TCGA-ER-A193-01Z-00-DX1.6A5A9A89-3C55-456A-B6F5-C8507914F5BF.svs,0 | |
| 021d32b0-a94a-4dad-95f4-8eb0abd894bf,TCGA-HR-A2OG-01Z-00-DX1.EB2F7E73-16CF-4E26-B3E0-87045C07FE66.svs,0 | |
| ce727e9e-325d-41d8-bfaf-0051418b9bef,TCGA-RP-A694-01Z-00-DX1.31B4F597-0CDA-4A3B-B34E-881ADCAB17DF.svs,0 | |
| 68f75ab5-9d77-40c5-a8ce-f56016bbe9e4,TCGA-DA-A1I0-01Z-00-DX1.B33CFE4A-EB0F-4D5A-B155-A5089EBD2A06.svs,0 | |
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