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 | |
| e46b6434-ee88-4630-9fc3-441afc431745,TCGA-DI-A1BY-01Z-00-DX1.0ED757BE-AE66-442C-B3A1-5428C050D044.svs,0 | |
| 5cba9441-6812-49c0-a0f6-7928ed4e5b81,TCGA-B5-A0K6-01Z-00-DX1.6034D569-E7E4-432A-A5B0-AD365EFB7F29.svs,0 | |
| dcfbe781-a92a-45b5-b80a-e3bb3bdc0d9a,TCGA-FI-A2D5-01Z-00-DX1.CEF7F185-1E5B-4A40-B462-E39B702ED765.svs,0 | |
| f5bd3902-ff7f-4233-8f74-beef3676af9a,TCGA-B5-A11W-01Z-00-DX1.C5466A91-D7A6-4797-B6D1-C4FD8FABDCA6.svs,0 | |
| f47df5f9-7c60-4b1a-b574-7036245af341,TCGA-BG-A0W2-01Z-00-DX1.C1261900-5105-4278-8522-00CD8927AE15.svs,0 | |
| 19511f9e-7b0e-4a06-998d-c1837d37c6ec,TCGA-B5-A121-01Z-00-DX1.EA4B5585-0DD5-4F4A-876E-67031376C9FC.svs,0 | |
| 0f064588-2d7e-439a-90a6-dfa17bb8af15,TCGA-AP-A1DR-01Z-00-DX1.59D56F74-930F-4B0D-91D4-B3C0B4A92073.svs,0 | |
| ebc25a41-becb-4395-ae33-483a304b07d8,TCGA-EY-A1GC-01Z-00-DX1.9899D40A-2EC2-44CA-B349-93D03E205C1F.svs,0 | |
| 22669a01-21d3-404c-ac19-cf0a6c03bb1d,TCGA-PG-A5BC-01Z-00-DX8.8B5C9140-CDE8-47F6-B847-F5CFB92399CD.svs,0 | |
| 8d9e4917-334b-4c76-aee1-1e22be772db0,TCGA-BK-A139-01Z-00-DX3.D7636AED-FC27-4996-B709-DF8C865C91D4.svs,0 | |
| 8d9e4917-334b-4c76-aee1-1e22be772db0,TCGA-BK-A139-01Z-00-DX2.C986EA9D-3AA9-4B81-8CCC-9B533B763163.svs,0 | |
| bee58be0-c2b0-4cdc-adf6-b99243da586a,TCGA-EY-A2ON-01Z-00-DX1.F1B8DF0C-35F8-4FB7-A53C-1FCDDC5CFF4F.svs,0 | |
| 0878e44d-bdc8-4d5f-9bf4-31101f14f797,TCGA-EO-A3AY-01Z-00-DX1.DA3DF4C9-2CB4-45E2-AE0A-55CFD1C80D80.svs,0 | |
| ac216bb5-15e4-4462-955e-8a522380690e,TCGA-D1-A0ZP-01Z-00-DX1.6491B28A-DCCD-4450-8E2E-F75124E80AD8.svs,0 | |
| 6f4f0cdd-8387-45d0-a9e8-efce6260159d,TCGA-D1-A17C-01Z-00-DX1.8A939640-D0B7-4537-8B46-4EEA4B4494F6.svs,0 | |
| 5edaed6d-9914-4df2-a843-d6009c36cbcc,TCGA-PG-A916-01Z-00-DX2.E6AFA173-6E18-4194-BB65-9BD7F7652237.svs,0 | |
| 5edaed6d-9914-4df2-a843-d6009c36cbcc,TCGA-PG-A916-01Z-00-DX6.32D62843-11DB-4653-990E-80A3EEB59612.svs,0 | |
| 5edaed6d-9914-4df2-a843-d6009c36cbcc,TCGA-PG-A916-01Z-00-DX3.9D178CFC-D024-4C63-8D5F-6884ED1D835B.svs,0 | |
| 9fcbef9e-2cca-4033-b574-daab2a42198b,TCGA-AJ-A3NF-01Z-00-DX1.0C371E0C-925B-4593-AB7D-10BD818EB688.svs,0 | |
| 4af65655-a3bd-4252-9b2f-2b2c4394f95c,TCGA-AX-A062-01Z-00-DX2.3B3151D7-83C9-4932-9A23-D6FE4D490F8B.svs,0 | |
| cbe0bd4a-02b7-43e7-b08e-2b0f13560eaf,TCGA-AX-A05Y-01Z-00-DX2.107339BB-92BF-487F-B3C4-F7C36291A9EA.svs,0 | |
| a8f38e37-978b-4435-b676-e8d4c34da909,TCGA-B5-A0K4-01Z-00-DX1.4D162F7D-FCD9-441B-9A64-EEAFC551FF4C.svs,0 | |
| 1200c8b7-a058-4c01-bbe2-04ec09a65245,TCGA-AP-A0LD-01Z-00-DX1.748AB81F-0E99-4389-A43E-CA33D24C05AC.svs,0 | |
| 905291b0-f077-48f7-9c14-5cfa9d8a3e6e,TCGA-AX-A06D-01Z-00-DX1.66E3E077-8973-4D8B-BD71-D38DBC35E36E.svs,0 | |
| 6d061ca9-ba7e-4b82-ab3c-34e33f244a54,TCGA-D1-A176-01Z-00-DX1.DF774F1D-FA3D-4001-BECA-B40BD8E502A2.svs,0 | |
| 082e32c5-7f82-466a-b52d-a3293a8f8e57,TCGA-BG-A0MT-01Z-00-DX1.B1C908C7-200C-4B22-8FBA-896267D8CDAB.svs,0 | |
| 79ecc142-8f6e-4260-a7ce-c8e2a6212c35,TCGA-B5-A0K3-01Z-00-DX1.ACC15A3D-67F0-49C8-9B41-18A2D4EBF5C8.svs,0 | |
| 9bc2f33f-3067-4000-bc8a-1c5bb671d101,TCGA-D1-A165-01Z-00-DX1.4D3F221A-EE3B-4F39-8AD6-15A1C36384BB.svs,0 | |
| 02b2cd50-221f-437c-a1ce-6da1467ec809,TCGA-D1-A17M-01Z-00-DX1.80F697E0-B980-4FF9-A32A-36FDAADFF412.svs,0 | |
| af363cec-bec9-4de3-8cc2-e98b0eed2858,TCGA-EO-A2CG-01Z-00-DX1.F9BC8EA8-20A5-41A3-BB02-15E482674A97.svs,0 | |
| d129ebb4-db21-4342-8d9b-318a67aefa56,TCGA-B5-A0JZ-01Z-00-DX1.D31EED39-7498-4D66-BE6A-7D075F5DA4D5.svs,0 | |
| d2aa7d70-a25f-4a9e-9d52-37e372461824,TCGA-B5-A11G-01Z-00-DX1.A301CAD6-1059-4AE5-B504-D0BE220D745A.svs,0 | |
| 82c51af5-4ba2-48fe-b5e2-a0f1c9d68f34,TCGA-A5-A0GR-01Z-00-DX1.D232E6AA-BEE1-47C5-AEA2-0070D130E526.svs,0 | |
| bd4284a7-260d-48b3-9b48-a1c578c30d27,TCGA-AP-A052-01Z-00-DX1.F935C681-0747-45C4-8AB8-6822B340BE65.svs,0 | |
| 56bdb68c-a647-4aba-94ac-9cd52bb5344a,TCGA-EY-A548-01Z-00-DX1.63A132B8-29CF-4DDC-A39D-EC636A555D5D.svs,0 | |
| a45a2343-f425-4e62-9049-7782733b6234,TCGA-EY-A1GH-01Z-00-DX1.D420D827-C543-4A42-8029-174A6B3E814D.svs,0 | |
| d438c58e-f038-47a3-8e62-485a5aca9695,TCGA-DF-A2KN-01Z-00-DX1.5A015D79-F4A6-4BCE-9606-F87B253CE2F5.svs,0 | |
| fbfed398-2a44-44a9-83cf-657c29cb7d28,TCGA-SJ-A6ZJ-01Z-00-DX1.461CC2E8-975E-493E-BA6C-38F0C2428272.svs,0 | |
| 0119eab6-00e7-4346-aa52-cbbeeba3621d,TCGA-AX-A05T-01Z-00-DX2.F0515861-5D5D-4EE2-B885-FD80353A3AF0.svs,0 | |
| 8a67ed86-156f-4b45-b460-000fe33da26b,TCGA-A5-AB3J-01Z-00-DX1.87E7C55F-F850-47D0-B5E4-8545F2504C92.svs,0 | |
| 51bd85e2-2c60-4654-bfcb-83dccef8964b,TCGA-BK-A0CA-01Z-00-DX1.1A831454-1A9A-4E7B-BF04-28638F715727.svs,0 | |
| 787c3e2f-a708-4985-a5b1-b2383c7bfc52,TCGA-FI-A2EY-01Z-00-DX1.3C8BED75-D31F-4BB7-B31F-E03EE23DDB71.svs,0 | |
| 9205c164-7975-421a-90c3-edfe8def595c,TCGA-E6-A1LZ-01Z-00-DX1.716EECB9-0053-41A0-9EB4-B39D170397AF.svs,0 | |
| 5428c4b2-37c2-4f8c-a474-39fe1aacb26b,TCGA-BS-A0UL-01Z-00-DX1.A1803C44-C1F0-4D4A-9DB6-D28E706C8C3F.svs,0 | |
| 33efe6c6-9159-48e8-b759-fba9ddbde761,TCGA-EY-A1GD-01Z-00-DX1.21309AC8-599D-42A2-B855-ECB858E87E36.svs,0 | |
| 585a1f31-3804-43ca-81e9-4e571fe03642,TCGA-AP-A056-01Z-00-DX2.39D6165D-86ED-40E0-8901-FBF296DD55A2.svs,0 | |
| 4125e3e5-51c0-4577-9935-10cd086fc415,TCGA-EY-A214-01Z-00-DX1.E5599430-A36B-40BF-83E3-B26D9BC969B3.svs,0 | |
| 41dcafa0-b196-46dd-ab07-58cb747c9ebc,TCGA-BG-A220-01Z-00-DX1.AC95A220-B19A-405B-8006-1AD25AD95EAA.svs,0 | |
| e297551c-a662-4677-b00d-0d9be232adca,TCGA-AX-A1CP-01Z-00-DX1.48F69A91-A977-42AB-A102-1FEF5A506180.svs,0 | |
| e70465f6-1922-4eb7-b646-8b01ad3ce77b,TCGA-D1-A16E-01Z-00-DX1.C5BE7CE0-B192-4E7C-AC9D-51854C0FCDB5.svs,0 | |
| 16bde24f-61b8-458d-aca3-df4806abbd1b,TCGA-EY-A1GI-01Z-00-DX1.52F00E05-DD77-4A1A-A4AC-2BACE1275DEF.svs,1 | |
| 8e7792b3-2b6c-47ac-acbe-3da7462a8321,TCGA-BK-A6W4-01Z-00-DX1.1C36AB2B-FC3E-4F51-A18A-1B3080E18672.svs,0 | |
| c1f1dc90-2c67-4862-9e5f-078b861ffc6e,TCGA-SL-A6J9-01Z-00-DX1.EB90A566-4AD9-4C33-91D6-C29C3914DEC7.svs,0 | |
| 4cb4dd07-0ce5-4de7-a0bd-546183949efe,TCGA-AW-A1PO-01Z-00-DX1.43719BD6-1D42-40F7-A129-F245B1692E2E.svs,0 | |
| b2aa0220-6387-4eea-b6d4-a4fa0f15b2d9,TCGA-B5-A1MS-01Z-00-DX1.CB41B567-F820-45FA-8808-21BC87BAE519.svs,0 | |
| 30bc72d5-07b5-48d2-b025-bba9bcf2f09f,TCGA-EO-A22U-01Z-00-DX1.EA352123-3B7C-4FDB-97CD-44F8377B33A0.svs,1 | |
| 002724fa-7051-49fa-9c58-4bcb7eba4ac6,TCGA-BG-A0M6-01Z-00-DX1.8FF734BF-6835-45DF-A776-7F3F670DBA19.svs,0 | |
| 3c2a6e30-a507-49f6-8b1f-36eb3aa41e60,TCGA-SJ-A6ZI-01Z-00-DX1.87B9D431-5067-4E93-911C-5B1E58995DDB.svs,0 | |
| a59a79fd-433d-44dc-9601-4c63d599ab28,TCGA-B5-A11O-01Z-00-DX1.3423C2D8-4063-4430-BB3A-08B3B8799C7B.svs,0 | |
| 16e69011-c295-479f-b521-86e66fba498d,TCGA-D1-A16G-01Z-00-DX1.49007A6B-7858-449F-9233-04D3B3441528.svs,0 | |
| 4adc20d7-5af1-4126-9073-c7d7ae465d92,TCGA-PG-A7D5-01Z-00-DX1.3B12F210-014B-408D-83A9-9D23BD5E306A.svs,0 | |
| c5a797d3-82ae-49dc-b2fe-0da64da271a2,TCGA-AP-A0LS-01Z-00-DX1.F7E10B21-598B-467A-B36F-2FE65658AD89.svs,0 | |
| efae3940-d3cc-4988-bdb4-fa05d977aff5,TCGA-AP-A0LP-01Z-00-DX1.3CDE8D44-652E-4AAA-A983-A2B3DC7A1E53.svs,0 | |
| 3789ae3f-286b-42f0-a805-320ad69ea1df,TCGA-B5-A3S1-01Z-00-DX1.C730ECCC-33CC-48EB-B25B-53E6926217E9.svs,0 | |
| b60f22ac-a659-4f33-b01d-820e86a9a5c9,TCGA-B5-A0JN-01Z-00-DX1.8B663EC1-0F34-4699-A554-4D8FE02E287D.svs,0 | |
| 6c526c42-2fb2-4dfa-8a3d-5651dd600ac7,TCGA-D1-A17H-01Z-00-DX1.101C05BB-5A99-4A80-AFDD-AF582531C440.svs,0 | |
| 11285dc5-8742-477a-8692-af1b6e2c1434,TCGA-AX-A0IZ-01Z-00-DX1.BBE179A4-C1A1-478D-B30F-EBF999B34930.svs,0 | |
| 8a235d4d-5ee1-4d6b-839e-e71cadcd8c39,TCGA-AX-A2IO-01Z-00-DX1.6FE33810-286F-42F9-B1B3-4FB852A642C8.svs,0 | |
| 0ce940f2-9eb1-4757-8f8f-147a4f3a1e67,TCGA-D1-A0ZR-01Z-00-DX1.E126678B-0C0C-4632-98D7-E8297065E745.svs,0 | |
| 20dcf91a-0529-4e96-99a2-362a41fbe4a4,TCGA-AX-A1CF-01Z-00-DX2.97DE8134-0D44-4FCE-BA8A-46AD7D215133.svs,0 | |
| 13b97e99-f6b7-4253-b7e1-230cce2d8747,TCGA-EY-A1GJ-01Z-00-DX1.6E4CA452-7399-46A9-BA2E-1F9D34E3D568.svs,0 | |
| 233e947a-d5e2-48e5-a8ce-5da1abb20681,TCGA-B5-A0JV-01Z-00-DX1.820AB1F8-A37E-4882-A895-0C84E423A627.svs,0 | |
| 2a2bc155-ca7c-48b2-bb77-ccfd6313710a,TCGA-A5-A3LO-01Z-00-DX1.FACB4663-13FE-4E37-88F8-BA6BD3815F7A.svs,0 | |
| 1944e155-b765-48c3-9602-6787c105e551,TCGA-EY-A5W2-01Z-00-DX1.13799379-801A-4C95-9A26-80D44F4D57E8.svs,0 | |
| 23e1d96e-6175-4145-8267-8f0a88f54c4d,TCGA-AJ-A3EL-01Z-00-DX1.5E142ECE-2DA3-4958-B8E1-C9BC85BC12A4.svs,0 | |
| 2b865f8c-539f-4cb2-8f08-41709e9511e5,TCGA-BK-A0CC-01Z-00-DX2.67D09615-834B-4520-9AE0-D88DB23508B5.svs,0 | |
| 38bf8476-fde7-423b-bbaa-15483207de39,TCGA-EO-A3AZ-01Z-00-DX1.113D4EE1-7922-432D-B43B-947756060983.svs,0 | |
| 32e33897-29c8-48f2-b833-98f37204e0e7,TCGA-A5-A0GH-01Z-00-DX1.22005F4A-0E77-4FCB-B57A-9944866263AE.svs,0 | |
| 3d215e20-9eea-47e0-849e-cff1fee5634d,TCGA-D1-A167-01Z-00-DX1.BD6521DB-9149-4B49-8A15-F395C1A2DC7C.svs,0 | |
| 3e41cf2f-3de9-44c1-a819-bce693baf67d,TCGA-JU-AAVI-01Z-00-DX2.ECF6F478-03AD-4876-81BD-6B2AF7639C50.svs,0 | |
| 3ede5dff-8cf5-43e8-bf4b-e8ad75bf68ee,TCGA-AX-A1CA-01Z-00-DX1.B1D82CB5-F601-4E6A-B60E-08EDF11BC5BF.svs,0 | |
| 3f305a1f-1020-4ebb-82ab-fd132bcaea02,TCGA-DI-A1C3-01Z-00-DX1.A547F7DE-7AE5-41D6-98D7-B124AA3596E5.svs,0 | |
| 490ae247-ee67-48d4-94ed-93df5b9bbefe,TCGA-FI-A2D4-01Z-00-DX1.33A1223C-343A-458F-94B8-F5AF7B8ED8BF.svs,0 | |
| 40287cdc-19dd-4370-a6a0-f324960e1148,TCGA-AJ-A3BF-01Z-00-DX1.33BB61EB-231D-42B1-BB02-5A956DE6ED1E.svs,0 | |
| 4806d9a6-e65d-4a82-b422-1b287980a0c6,TCGA-A5-A0G5-01Z-00-DX1.BF825B39-7B00-45DE-9517-BE596E4ED6E5.svs,0 | |
| 59e9029a-8ddd-4447-b35a-72bc39f82a30,TCGA-BK-A0CB-01Z-00-DX1.C53BB624-6204-4977-95C9-E54B500E41A5.svs,0 | |
| 6696cf88-3c43-482c-aabb-f1ea5cf565aa,TCGA-QS-A5YR-01Z-00-DX1.3B65C669-FFEB-4177-A70A-4CD14FA3559A.svs,0 | |
| 5c3f826c-b447-457d-a90e-715bad3c7118,TCGA-A5-A1OG-01Z-00-DX1.DCC0579A-C55E-402F-AD0A-7FCE13CBBFB0.svs,0 | |
| 69fc74bc-e961-40e2-9169-d7b51658eb10,TCGA-AJ-A3QS-01Z-00-DX1.2C965C92-FCD3-4ED6-BE0F-403E84FFA4DA.svs,0 | |
| 633e6994-3e8b-4c0b-9b79-06cf4ab6f9bc,TCGA-AX-A064-01Z-00-DX1.A02C21B6-BE89-409A-854D-980EEFC9FBD9.svs,0 | |
| 7b7d2d2b-abe6-4f32-add0-3715096995d1,TCGA-BS-A0TC-01Z-00-DX1.78FBB6EA-2E49-4208-97B0-B5E33FACFC88.svs,0 | |
| 8751429b-4a11-451e-b978-dc9e9db0eb36,TCGA-5S-A9Q8-01Z-00-DX1.46B8837F-83C0-447D-9DC3-CDBFB87FD79A.svs,0 | |
| 7d22ff96-9249-46b3-9cfa-e40dc4ecebd6,TCGA-D1-A3DH-01Z-00-DX1.8B6A47EF-5A90-4263-BAFF-B41D07ECCCD6.svs,0 | |
| 7f4f3aed-69af-421e-817b-b258dcc0bac5,TCGA-D1-A16Q-01Z-00-DX1.CB6D966C-8FE3-4AD3-B844-D84A87F3A196.svs,0 | |
| 8a0a58a0-5c12-4366-af43-4fd25f8ff454,TCGA-AJ-A3IA-01Z-00-DX1.3858D066-E570-4175-9CAC-DB743F6BC376.svs,0 | |
| a081da6f-51f3-4555-a6b8-736f8c6cda39,TCGA-AP-A0LO-01Z-00-DX1.1A9DDB35-EB39-448B-9B4C-5A4C45F5029A.svs,0 | |
| af852215-5a4b-44b4-8e8e-b887dcb3cf8c,TCGA-B5-A11Q-01Z-00-DX1.F6301E11-F37B-4FE0-9D17-CC8AED593509.svs,0 | |
| a7fd6522-8953-461f-9e5f-fdeb7d180d46,TCGA-EY-A1GX-01Z-00-DX1.3A4A5506-8F32-4238-B404-439CC153D106.svs,0 | |
| a633d316-59a4-45ae-8bf8-135cfbd27656,TCGA-AP-A5FX-01Z-00-DX1.E10576DD-310B-46E3-91CB-0273C06DF53F.svs,0 | |
| ac1d3946-fe6c-4bd8-b02c-638799cb0f67,TCGA-BG-A0LX-01Z-00-DX1.B8B2D128-6BA5-497C-8EC4-BCD69AA529CA.svs,0 | |
| b1b9173c-b370-4fe5-a263-c807e8a9709c,TCGA-PG-A917-01Z-00-DX2.DFE283A9-971C-4114-A06D-28FEB52AAA7A.svs,0 | |
| c8d672ed-9910-4f80-b222-38c833f55850,TCGA-A5-A0GQ-01Z-00-DX1.5EB7B5F8-17F7-49FB-B29C-490F81878E33.svs,0 | |
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