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 | |
| 503a9c0b-64b8-41b9-a44f-9cbff9cefbad,TCGA-AK-3430-01Z-00-DX1.71713A92-C495-414B-B3FD-1CF5D0D9F105.svs,1 | |
| 4467ae73-499a-4af0-8431-e059d6ed21a5,TCGA-CJ-6027-01Z-00-DX1.ADA07C08-C97A-4F41-9467-8F4F49F96EDA.svs,1 | |
| fcecafa8-8b8b-4ae6-81bc-73acf05b211a,TCGA-CZ-4856-01Z-00-DX1.866ea89f-a487-4380-af9b-bec919edeefb.svs,0 | |
| 6ab00314-5228-43ba-9880-9d5177b64c61,TCGA-CJ-6030-01Z-00-DX1.A762AB76-62E5-4680-9912-8B6D7FC48FF9.svs,0 | |
| 4cfe4f31-f62c-423a-8b9f-17f455b15313,TCGA-BP-4760-01Z-00-DX1.0a49c368-739d-42f8-a1cc-5a35ee70a810.svs,0 | |
| db058eb4-9c5e-4226-92d1-de24aea83630,TCGA-B0-5693-01Z-00-DX1.357ab4bd-c410-4843-96a2-8b6c5b56d9d6.svs,0 | |
| 9868ae73-3459-4aa6-b71a-39953cdbbe1a,TCGA-A3-3325-01Z-00-DX1.53D2B035-AD02-4B52-803B-1CE584C59175.svs,0 | |
| 8d02978a-10cb-4bbf-8980-78aebe70bcd1,TCGA-A3-3328-01Z-00-DX1.8FA7DFCD-D6FD-4950-9E44-E5AB0B91E33D.svs,0 | |
| 5358b8c7-d69c-4485-9420-03416564187b,TCGA-BP-5181-01Z-00-DX1.cc8df798-7f23-43a8-abb4-96e84afa2271.svs,1 | |
| b5f51cf6-1013-4d4b-aff1-4b7e8f6afd9c,TCGA-BP-5006-01Z-00-DX1.98cb6ac9-bb30-4b71-aa66-0d08f80ecd55.svs,0 | |
| 7ac1d6c6-9ade-49af-8794-10b5b96b2b05,TCGA-A3-3307-01Z-00-DX1.E9BB41BE-9F96-49A7-8164-A7E715A00EB9.svs,0 | |
| ba96288c-60d3-4e56-8940-90c5b22d4ddc,TCGA-BP-4164-01Z-00-DX1.9834000b-0e64-46b0-ad7f-9c18b93bf4c0.svs,0 | |
| 97fee782-9aa3-41c7-8b7b-53c9c69bdabc,TCGA-AK-3427-01Z-00-DX2.f79ddc05-97bc-49a0-9e0b-25f5e325555a.svs,0 | |
| 4cfe9a35-80f2-422b-82e8-8f4b12ded992,TCGA-B0-4707-01Z-00-DX1.861325d7-cd42-4564-87f7-53deccc410d8.svs,0 | |
| 2efcefca-5e52-4b3d-a48a-9e9c73cc0141,TCGA-CZ-4854-01Z-00-DX1.d44fdcf0-6f83-4792-aedb-d6efc97fce21.svs,0 | |
| ea26d89f-2843-489b-8627-3d5ed0cabc2a,TCGA-CZ-5984-01Z-00-DX1.94144f54-163c-428d-8bc9-0a35daa08866.svs,0 | |
| dc2208d9-dcb3-47ff-826b-676f199b8ccd,TCGA-BP-4989-01Z-00-DX1.14bd85dc-5ac2-4da0-b8c2-ddf5c791aac5.svs,0 | |
| 77d8c2cf-6b27-417b-9d43-14c95e6f9b85,TCGA-B0-4841-01Z-00-DX1.a33f52a7-d045-4aaa-acbe-e3122f33147c.svs,0 | |
| e33dff22-5bf1-4dd8-bed7-063cb555677c,TCGA-B0-4700-01Z-00-DX1.1a56e8e5-e1c7-48c7-b17a-5adc9d780613.svs,0 | |
| d65f7f50-2cb0-45e7-866a-ba5c498aef52,TCGA-CJ-4893-01Z-00-DX1.056F80C3-B340-465A-B2A7-0523CEEA0219.svs,0 | |
| f2801b21-5444-4cc3-a642-c60c6d82cd3d,TCGA-CZ-5454-01Z-00-DX1.c82ae31e-d805-4f7c-aca5-894ccf9fdd47.svs,0 | |
| 01277e9d-a35f-45d9-9e60-2e8cd79630a0,TCGA-DV-A4W0-01Z-00-DX1.B9EFDA21-A24B-46B2-999A-9E0865615D27.svs,1 | |
| 33cd8b05-2b9b-40dd-97a2-40d02e27ee90,TCGA-CJ-4900-01Z-00-DX1.75AA0FB8-54AF-492F-867F-A7A4DA11FCAF.svs,1 | |
| 01277e9d-a35f-45d9-9e60-2e8cd79630a0,TCGA-DV-A4W0-05Z-00-DX1.873A695C-2FEC-4238-9DA5-45CBD2DF30D9.svs,1 | |
| b6abbdcc-f826-499d-b6f1-f6e2c83f9d8b,TCGA-B0-5116-01Z-00-DX1.48fbc5d2-2fda-4ad3-86ee-ab43fb0f56cb.svs,0 | |
| 8e9e684c-20e5-48b1-9e40-970037fe959f,TCGA-CZ-5463-01Z-00-DX1.3abac01c-cdd3-4ea2-9a2e-ac0bae861fc1.svs,0 | |
| d9208e7b-0b47-43ff-a4e8-d4e591e286c4,TCGA-BP-4354-01Z-00-DX1.9f53f9e2-ea72-4be4-9848-1a3f5634dac0.svs,0 | |
| 7aece0e0-e57b-40b9-8ef3-8b98624b0e91,TCGA-B8-5546-01Z-00-DX1.6c98ff0d-ffd9-46e7-9759-d3639e6dc07c.svs,0 | |
| 99f59583-2728-4c1d-b98c-8fbc3bb0a819,TCGA-CZ-5470-01Z-00-DX1.5d2b135c-a5e2-4e8a-a8bc-068239738f24.svs,0 | |
| 12c4c4f1-5880-4bf9-9945-80bf45415de6,TCGA-A3-3316-01Z-00-DX1.d6248cf8-7b02-4dce-8c91-1b91751cf1ee.svs,1 | |
| dc43cfe0-8880-419f-946c-c0ad586e57ca,TCGA-CZ-4859-01Z-00-DX1.ef46368c-c76e-4fc9-a620-65b7f63fb083.svs,0 | |
| 7e620e32-54c5-4f5b-9e18-211516a3eb41,TCGA-B8-A54I-01Z-00-DX1.76B5A794-746B-47DC-A771-3B56F24EF28B.svs,0 | |
| 3cfe743c-f02e-42bf-a170-9d8b8a514d10,TCGA-BP-5004-01Z-00-DX1.46d61a35-7e4f-4fce-9785-8efe255852f0.svs,0 | |
| 0d88e6ab-cf1d-4888-878b-0ac7d687c4cc,TCGA-BP-4960-01Z-00-DX1.8ed78985-d391-4756-ab30-eca545091013.svs,1 | |
| a8e0f80a-7049-4b5a-af21-cb6421286271,TCGA-BP-4351-01Z-00-DX1.48d043e8-8e71-48e7-8c72-9fafcf93df01.svs,0 | |
| 8942ebfa-946a-41a7-8b4c-ce45a2096c81,TCGA-B0-4813-01Z-00-DX1.8ea2278c-1446-4820-986d-79e4c0080b88.svs,0 | |
| 1e758394-67fb-45cb-98b0-5082c396d697,TCGA-B0-4828-01Z-00-DX1.e7b639f3-13e2-4886-8a53-f3fff0d24fbe.svs,0 | |
| 9f5c0a43-d222-484a-9249-d288387dd7a1,TCGA-BP-5010-01Z-00-DX1.e906e855-5dc0-4c28-85e3-a0ce1af27f5d.svs,0 | |
| 1380d4cc-8f56-4206-bfe6-8e99462fe180,TCGA-B0-4823-01Z-00-DX1.9a23a831-7fc7-404c-b195-b3b999b8dfe2.svs,0 | |
| e0127e51-43ba-4536-bc9d-004591f9c627,TCGA-CZ-5462-01Z-00-DX1.270f84aa-9ae5-4de7-adb3-8b3ea53aeba1.svs,0 | |
| 58dee518-f105-4620-996e-3fb6177aa493,TCGA-B0-4836-01Z-00-DX1.941575cb-e795-4c45-ab74-640e2684c340.svs,0 | |
| 2b1dea0a-6d55-4fdd-9c1c-0d9fbe03bd78,TCGA-3Z-A93Z-01Z-00-DX1.79F4D1A6-ACDB-4AB1-B8A8-C1CEE617C734.svs,0 | |
| 804a6159-e381-44ea-8680-43c69d013cef,TCGA-CJ-4874-01Z-00-DX1.614D8D7D-E9FA-464D-A90F-C5C789664287.svs,0 | |
| 36ed3269-0a57-4c50-bbfa-cfd2a7b56d4f,TCGA-A3-3322-01Z-00-DX1.9d583339-7726-4eab-a3fb-1a1f2abf8fcf.svs,1 | |
| d7155ce6-e6b2-4c1f-8233-85f0d63e8e11,TCGA-AK-3443-01Z-00-DX1.bf067de8-9ca9-4be2-b064-2257ee323a09.svs,0 | |
| ed97aeee-2a5b-4361-ab4f-f53c3fc5f532,TCGA-BP-4335-01Z-00-DX1.95cac7ed-483b-40d7-8bbc-dcd0920cc342.svs,0 | |
| 7b184674-c88e-4479-be18-b403af5cc2c5,TCGA-BP-4766-01Z-00-DX1.486396b5-44b4-4595-938d-f68c173bb499.svs,0 | |
| c4247ccb-8201-428e-a2e7-b5104f095588,TCGA-CZ-5458-01Z-00-DX1.56cfd26c-44c1-4971-a59b-443742fd78a8.svs,0 | |
| b7719c71-de18-4a4d-99ef-67b788c6f77c,TCGA-CJ-4635-01Z-00-DX1.EEA2C1E0-650B-43AC-8674-9401E927A4CB.svs,0 | |
| d97ac1d1-fc06-4e9b-b3ad-415582ff66f1,TCGA-BP-4975-01Z-00-DX1.3b4b3a5f-f2c1-41d7-9590-11dc5a6265d9.svs,0 | |
| 44130745-0b09-4201-829f-cc634f462d3b,TCGA-B0-4816-01Z-00-DX1.6cc0b334-b885-4cdc-a2a8-cd3efaa2e241.svs,1 | |
| 9f632fc3-2241-469a-a14a-cd537350155f,TCGA-A3-3370-01Z-00-DX1.85c55ab4-8f44-4e76-af56-d42226764135.svs,0 | |
| 1d37becb-7a1f-4d04-a0d1-bb14192b56f6,TCGA-G6-A8L7-01Z-00-DX1.6EE9797B-5DBA-48D9-A62A-9C9791CC54AE.svs,1 | |
| 766999d7-fa28-415b-8783-be62b1b2fd70,TCGA-B8-5164-01Z-00-DX1.6d846ab5-2fcf-4a99-8b82-3b77146fccf3.svs,0 | |
| 6b0c1e54-b643-4490-927e-d5c91957d5d2,TCGA-CZ-5459-01Z-00-DX1.300c3ae5-9e88-4336-9807-a61cd71d4f1b.svs,0 | |
| 616bc43c-34b9-48e8-8219-4ef4d052f91b,TCGA-B0-5095-01Z-00-DX1.4f173713-aa67-458f-82b5-7d2a46b7fb29.svs,0 | |
| 5dc807f2-f4f0-434b-b099-43cf41d99cbd,TCGA-BP-5192-01Z-00-DX1.a907179e-7b54-4315-bed1-6f1f12609cc9.svs,0 | |
| 79e469c5-c18c-4c20-aaa2-8866623229d9,TCGA-BP-4343-01Z-00-DX1.262f0e99-f404-4232-bd7a-b23f2ebefc49.svs,0 | |
| a1ad1a96-2b6e-4c86-9d71-e176b902e9d4,TCGA-B8-5545-01Z-00-DX1.28896ee1-da73-432d-b6f7-f0e9bc911aa8.svs,0 | |
| 5338d435-68fb-4f0d-a3e6-c843f703f75f,TCGA-CJ-4885-01Z-00-DX1.7B74D046-B821-485E-934E-6D3278355822.svs,0 | |
| a46f36c3-e886-4efe-945a-0cb2e5b765ef,TCGA-B0-4822-01Z-00-DX1.02168abf-0d65-4bdf-b740-e1e082dd9d03.svs,0 | |
| 03b2ac94-05a3-49a7-b68f-51d045395b07,TCGA-B0-5077-01Z-00-DX1.f2aac4d2-8db1-4f99-855e-705ac1eddbef.svs,0 | |
| 04004bc7-cc5c-4683-b334-3e14a7c2f384,TCGA-B0-4843-01Z-00-DX1.22597d5c-43e9-4ed1-a2c2-68d2f70fd5c4.svs,0 | |
| 08c1bb22-81f5-4a6d-98ce-f9c31d896eab,TCGA-AK-3461-01Z-00-DX1.C63E8820-0A22-4567-B986-2958B4B73EA9.svs,0 | |
| 0b970feb-914f-4159-912f-6efec02b617f,TCGA-A3-3374-01Z-00-DX1.560b8f9f-5195-43e0-be52-73aede19e077.svs,0 | |
| 136c95cd-febd-43f0-af35-125d3321a145,TCGA-A3-3365-01Z-00-DX2.f6512c55-1887-495f-b628-9ee203ad59e9.svs,1 | |
| 11ab53c8-6366-4bc9-b60d-23e6ed2d1cae,TCGA-A3-3372-01Z-00-DX1.6a238433-934b-4a03-a35e-4728658eea84.svs,1 | |
| 19cd6d5b-0de3-4afd-9ecf-6f80c9977dc0,TCGA-BP-4967-01Z-00-DX1.25615528-2d42-4b48-b086-2e851f4fee6e.svs,0 | |
| 123b1a31-3635-4e90-b714-0c20df64cf0d,TCGA-B0-4694-01Z-00-DX1.beeee877-b7f3-4110-84e9-2db8be5667f5.svs,0 | |
| 1adb05d4-e1ca-4ede-81c7-ff24a243abae,TCGA-B2-4099-01Z-00-DX1.c0aa462a-083d-4db8-af8f-37b45a544c8b.svs,1 | |
| 1d176c53-6cbb-4a39-9a6f-669b4f1cb575,TCGA-B0-5696-01Z-00-DX1.73c27995-9401-43bd-80ff-6ee9dadcbd5a.svs,1 | |
| 2304b8f8-4cb4-46c5-a88e-c78d97b06d6b,TCGA-A3-3352-01Z-00-DX1.a2f02c84-0201-417c-a719-7964f5fbfd3c.svs,0 | |
| 2309c424-26fa-4cc6-a22a-2dc0f989af59,TCGA-CJ-4868-01Z-00-DX1.95E8398F-7709-42F0-9F2B-2D185B4429AE.svs,0 | |
| 270c9a0b-d71a-4d4e-8686-f183412159f2,TCGA-BP-4761-01Z-00-DX1.a53a55ed-a49f-4b4e-ba94-f64da0eedc4f.svs,0 | |
| 28011111-4a01-4cdc-8d6b-7223fb2c501b,TCGA-G6-A8L6-01Z-00-DX1.4B152639-AA5E-45C2-94AF-33549D343ED0.svs,1 | |
| 265f1d03-fa56-4f9a-a1d2-33f123558729,TCGA-BP-5175-01Z-00-DX1.e954ae94-307c-475e-9f63-92ae1fe946d5.svs,0 | |
| 382291d3-6f93-4150-ae13-3d5951a39333,TCGA-BP-4803-01Z-00-DX1.6d00ac00-b812-44bf-a826-b24194bd8ab0.svs,0 | |
| 3c4ed50e-d00e-4ffe-b426-41dfdcb7327a,TCGA-BP-4166-01Z-00-DX1.e27fcaa7-7d9a-48db-8bae-518a10bde786.svs,0 | |
| 3972ae59-114d-4e5d-89fa-f7675da417ab,TCGA-CJ-4907-01Z-00-DX1.12558019-745F-4EDF-A0A2-3228B475379F.svs,0 | |
| 3b064b7e-c3cf-4fc3-844e-301a51737e35,TCGA-BP-4969-01Z-00-DX1.30906c32-0008-45d9-9a37-d468cfcb28e3.svs,0 | |
| 3f0a2571-c088-4735-8152-61f6fd60ac63,TCGA-G6-A5PC-01Z-00-DX1.1E7A6945-7AC1-438D-B1EC-C45BEFC6851E.svs,0 | |
| 3372a7d2-79cb-4cf0-9a7e-fe1a6b205daa,TCGA-A3-3347-01Z-00-DX1.a06c9ca5-97d5-46a8-95e5-7bf9570a6dc7.svs,1 | |
| 439794a8-51bd-4c70-968c-34cf26b90148,TCGA-B0-5113-01Z-00-DX1.db0ceba9-8e15-4308-bd78-dc587f5606a0.svs,1 | |
| 500636a5-d42b-469f-98e2-fdd4dddc61a0,TCGA-BP-4787-01Z-00-DX1.8bac7e59-04be-43a6-8656-501bf157452c.svs,0 | |
| 50f29fc7-c111-4101-b970-b1e1dd3388cf,TCGA-A3-3320-01Z-00-DX1.81f8b962-a7a3-43ba-ab12-d92eb91f97b2.svs,1 | |
| 59278f79-4f42-4d1c-9007-3958486042fc,TCGA-B8-5550-01Z-00-DX1.f9c84121-b555-486b-9049-9b87c7268e0a.svs,0 | |
| 59d18f0c-946f-4850-892f-70e2bf380232,TCGA-B8-A54E-01Z-00-DX1.336165F7-BBAC-4FA8-B776-E12483C60B62.svs,0 | |
| 577847b9-f9b6-4954-868f-3d5ab2b4f694,TCGA-CZ-5453-01Z-00-DX1.28eeb5c3-81ec-4a17-a20a-8028ae614744.svs,1 | |
| 62613d1d-978f-4b9d-a9c6-ae28ab384e57,TCGA-BP-4983-01Z-00-DX1.6fe545db-0aee-49cc-93be-b87e9313b9d1.svs,0 | |
| 6a7a0f51-336a-445d-8a05-8b8811894037,TCGA-B0-4701-01Z-00-DX1.fc6a514f-dd38-4b97-bf71-e365436f4009.svs,0 | |
| 83bdd67b-3dfd-458b-aaa1-5a0b051056e8,TCGA-BP-4170-01Z-00-DX1.6a40609b-239a-40e2-abd1-ccbf51b64b86.svs,0 | |
| 75e02a42-6937-4761-868b-c369c7bd3c72,TCGA-B4-5832-01Z-00-DX1.0ED42E9A-83D1-4008-B775-A934E06D2629.svs,1 | |
| 7664c241-b369-4d76-9cd1-7f2bdc1d267f,TCGA-BP-4326-01Z-00-DX1.1e6bb223-08df-4fb9-ba08-c354cd0190d0.svs,0 | |
| 772e3aed-f211-42a1-9ab2-1c543f581541,TCGA-CJ-4637-01Z-00-DX1.5632396E-A880-4686-9E94-89E3F01AFBFB.svs,0 | |
| 88c91a7b-5c41-4361-85d0-da759ab94204,TCGA-B0-5711-01Z-00-DX1.6839921f-ec08-4e94-8bf9-4b5a4fcdda45.svs,0 | |
| 8958c2bf-b986-4c07-98d2-09dfe2375a14,TCGA-BP-4345-01Z-00-DX1.5ada8b8e-40c4-4035-b34a-7bb0a0bb0005.svs,0 | |
| 8d4b602b-d1a4-4d80-adf4-5f527de78d4b,TCGA-B0-4713-01Z-00-DX1.974f47b6-2d74-4bb0-8436-0712b77f4d0d.svs,0 | |
| 897f85ec-7e14-426a-a532-eed01ccc90f1,TCGA-A3-3346-01Z-00-DX1.95280216-fd71-4a03-b452-6e3d667f2542.svs,0 | |
| 8ed08632-b5b3-4be3-bd71-999456fa2d23,TCGA-A3-3380-01Z-00-DX1.67e52764-4c94-42b5-a725-4f61a86b49fe.svs,0 | |
| 8fd493c5-1375-4f76-b337-c9a75e3abdbe,TCGA-CJ-4644-01Z-00-DX1.130EA9F0-3583-492D-96DF-7BE75F3F4624.svs,0 | |
| 9256867c-dc82-4e1a-85d6-e4c9bde8ab8c,TCGA-B8-A54D-01Z-00-DX1.DCD17375-918C-4AEA-96F0-7FF8FCF4D00B.svs,0 | |
| 8aaa4e25-5c12-4ace-96dc-91aaa0c4457c,TCGA-B0-5094-01Z-00-DX1.eac31fe2-09da-4ecf-8e25-c073cbb03295.svs,0 | |
| 65d56c51-1d58-419e-8c77-a037fc588f5b,TCGA-B8-4621-01Z-00-DX1.1b685a91-fb7c-4803-b6c9-3891234d197d.svs,0 | |
| 18325fdc-594b-4545-a77d-adb07a32ec73,TCGA-B8-4148-01Z-00-DX1.B27E1027-0740-46B2-91FA-FE018746D81F.svs,1 | |
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