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 | |
| 134223bd-5c03-4854-a034-ebd2c527833e,TCGA-CQ-A4C7-01Z-00-DX1.491FFBCB-ABD0-4D58-8CE7-A9E141A46DE5.svs,0 | |
| 4bfbce2b-9d0b-4e8a-950f-fd8e0ba3e05a,TCGA-BA-4077-01Z-00-DX1.547A89DF-9628-4594-BEB7-20EA7C5B5A5E.svs,0 | |
| d8a6383e-3320-4d2c-9017-31e8e1e8f120,TCGA-IQ-7631-01Z-00-DX1.037140e2-1a55-48f3-92d1-ab3dda9b2a7b.svs,0 | |
| 8a3fdb52-63ef-48d7-95ff-167829825eb9,TCGA-DQ-7588-01Z-00-DX1.1D1253F5-7C5A-46B4-B796-7DE7ED828080.svs,0 | |
| a4cb2c52-15e2-45c8-aff9-23339217d167,TCGA-CV-7437-01Z-00-DX1.3A0E4FC8-40D0-4D4A-9FAE-1B6BC9F00620.svs,0 | |
| 4648225e-5b68-488a-969a-e8d812190c6f,TCGA-DQ-7589-01Z-00-DX1.B0BF631F-6757-4ED6-A95F-E520BA6AFF98.svs,0 | |
| 3ce5b304-6068-43ba-9e70-e4357d6d7a2a,TCGA-CX-7219-01Z-00-DX1.281050F5-06AE-497D-8153-355FB7E8076D.svs,0 | |
| 5c48e21f-1fe9-4007-9b0c-7ca766586fff,TCGA-HD-7229-01Z-00-DX1.9AF59F80-D653-431E-A134-840A961D96C1.svs,0 | |
| 8ebe8c25-5ef9-42d4-9414-8313227b673f,TCGA-CQ-7068-01Z-00-DX1.4a9d6c19-4f72-4d00-97fa-70f72cd4ec0f.svs,0 | |
| 547de7d8-c2f1-41d7-a0b4-cc6f39712301,TCGA-CN-6992-01Z-00-DX1.75827758-ac91-4532-8271-8b1a3d42843b.svs,0 | |
| 06f0cf45-3840-44b2-bfc5-18eb980b8f68,TCGA-CV-7410-01Z-00-DX1.9C3B496C-0785-4A7D-A0AF-6264AF187CEA.svs,0 | |
| 22933e67-5c61-4c13-9772-5adb78785b34,TCGA-HD-8634-01Z-00-DX1.DD4A56A4-A557-478D-BF86-F3764583D26E.svs,0 | |
| deefdd62-4d35-40c9-ad4c-0b593f35cff7,TCGA-CQ-5323-01Z-00-DX1.d1e62a32-5f0c-41bf-adf8-ff4e1534808c.svs,0 | |
| 67eae8b3-3bd2-4e87-af78-ffe8221f318d,TCGA-DQ-7593-01Z-00-DX1.973A0BE2-053D-487A-90CF-C6ADB8384E8B.svs,0 | |
| b8ac8500-abcd-40c4-9c24-7af557fd260a,TCGA-BB-4227-01Z-00-DX1.7475866c-90bb-4f62-b44e-adccc731cad8.svs,0 | |
| 9eb1997f-14f5-4230-ae4f-1ef1943e1723,TCGA-CN-6021-01Z-00-DX1.613eb0f9-f1ca-49a9-9bb8-7fdbb29d7665.svs,0 | |
| 69efde94-a9f9-49ff-9c82-028c35940eda,TCGA-CN-6023-01Z-00-DX1.abfbc2c7-109b-4b72-8645-8e4135d00306.svs,0 | |
| 12d05e8f-8d13-47c1-b713-2250f6abcef9,TCGA-CN-4727-01Z-00-DX1.bee9d488-0f05-4579-8c34-aa4197972bb1.svs,0 | |
| 339f80f9-a542-4aaa-8bb8-3784493dd5ab,TCGA-CN-6022-01Z-00-DX1.46951ba2-f656-41b9-95c7-a3026ddbd562.svs,0 | |
| 3cf77e08-ea34-4091-b242-75c7e35ff699,TCGA-CV-A461-01Z-00-DX1.D594E898-5EF0-4C56-A1B8-942DB81F54C5.svs,0 | |
| f3ee1127-ed53-43e8-825e-1e5516371054,TCGA-CV-6955-01Z-00-DX1.7D446665-7BBE-4D25-9320-AB52260C05F2.svs,0 | |
| b39c64bb-122d-44b3-9672-d0dc8468ca93,TCGA-BA-A6D8-01Z-00-DX1.0198253B-84AC-484E-9A58-F7CF8AEBE922.svs,0 | |
| e7d49212-e9cb-4cd7-923a-bdfc82a4a150,TCGA-CN-6011-01Z-00-DX1.a3a73ffe-06b8-42ea-820b-9c2824d96585.svs,0 | |
| 9e3e8014-04d4-40d8-b2df-53c770e01df2,TCGA-CV-A45O-01Z-00-DX1.8CBD0CCC-C815-475D-87F9-76272F4F715B.svs,0 | |
| ae90972d-5bc2-4b53-b5ff-1b8c31f39342,TCGA-CQ-A4CH-01Z-00-DX1.88CE9119-60CE-4AFB-89B8-672561803A44.svs,0 | |
| b3dbf9ad-9602-4e44-beac-1cfa5f8bba5d,TCGA-TN-A7HJ-01Z-00-DX1.60C30A65-58A2-47C5-BBB3-B4B22597B024.svs,0 | |
| 9c128871-1026-46ab-9ae9-7c6aac468b11,TCGA-F7-A622-01Z-00-DX1.CF21E24C-ADA4-49B6-B064-A22CAC2BA770.svs,0 | |
| dedd71b4-8537-4947-839e-90aceddd0893,TCGA-CN-4733-01Z-00-DX1.03cccb3f-c551-450f-b00a-f808a237db0b.svs,0 | |
| 9dd8b7cc-d094-474b-9573-cbff4ab233c8,TCGA-BB-7871-01Z-00-DX1.c062435e-5f17-48d0-af06-dd0253ddcf75.svs,0 | |
| ed61706c-7fc1-4c5f-b473-7b0888ac5b73,TCGA-BA-6868-01Z-00-DX1.edbca656-6680-4c99-92ef-d7467f42c780.svs,0 | |
| 45a10908-19e6-421a-8903-1440bfa57c9d,TCGA-CN-5355-01Z-00-DX1.8fb23e44-fc59-4191-b825-cc021807a338.svs,0 | |
| a091822c-447a-49a5-8c20-e329df79599c,TCGA-CQ-6229-01Z-00-DX1.25c345cc-47e9-4a9f-8402-9ecf7c6b881e.svs,0 | |
| 650310ff-b75e-40d2-bb8d-80e4efa36b2a,TCGA-CV-A45Q-01Z-00-DX1.E14F6011-AB2C-4B4F-840B-83972A00C71F.svs,0 | |
| 57212fda-fd32-4328-81dc-61f167970f89,TCGA-CV-7099-01Z-00-DX1.7FECEF6F-9690-4331-A80C-ABACC8E5BC31.svs,0 | |
| eb611a76-eecf-452c-bfbe-ab49b362f49c,TCGA-BA-7269-01Z-00-DX1.A759601F-7513-47C6-B590-4ADAA3484CD9.svs,0 | |
| d947828f-d62f-426b-9710-3c93a7aef05b,TCGA-UF-A7JD-01Z-00-DX1.162BC8A7-BBFB-4DFD-9643-5D6D339C66B5.svs,0 | |
| 91728cd6-ed91-49dc-9279-faedbe211a9d,TCGA-CV-6951-01Z-00-DX1.3C450DCF-B884-4C57-A60F-23D8C3F94CAF.svs,0 | |
| db873dbd-d0c0-4a19-80e5-963dcfaf823e,TCGA-T3-A92N-01Z-00-DX2.A08786DD-AF48-4551-BF71-E41C371C97C7.svs,0 | |
| db873dbd-d0c0-4a19-80e5-963dcfaf823e,TCGA-T3-A92N-01Z-00-DX3.E58A0E28-D773-493B-8119-5883F1AA9B79.svs,0 | |
| 83aa326a-09bf-41cf-945e-6b251f11f731,TCGA-D6-8569-01Z-00-DX2.F5DD75B7-58AD-4BA9-88A6-0F56124A4D44.svs,0 | |
| 83aa326a-09bf-41cf-945e-6b251f11f731,TCGA-D6-8569-01Z-00-DX1.3EDD303B-A2B2-4B31-8D26-272AB383FD11.svs,0 | |
| 47d1fcaf-3c01-43ba-9a21-0870b4ea2976,TCGA-CX-7082-01Z-00-DX1.52E9EB19-A3CE-46AE-BBEB-74D2D110614F.svs,0 | |
| 78fcc813-d0a8-44aa-b004-62810dca9d12,TCGA-CV-7238-01Z-00-DX1.125B2906-3C04-46F7-887B-044BDA3724A2.svs,0 | |
| e08e1d99-81e1-454a-9bda-cda92c9e22b4,TCGA-D6-A4ZB-01Z-00-DX1.29C9A904-A3E4-4C45-B64A-10F6E4C6756B.svs,0 | |
| b6d1490a-ae85-4e99-a053-1614b498a081,TCGA-H7-A6C5-01Z-00-DX1.83DDF18E-DCE1-4AC9-829F-0A5F76AB8AE7.svs,0 | |
| 6a82a217-f7a2-4697-98a6-6c6553e8fac1,TCGA-CV-A6JT-01Z-00-DX1.3B772BC7-ACAA-4DFF-9A51-2F954EE3B0A2.svs,0 | |
| 94a47bf8-f673-45cb-a8d3-1031317d03b3,TCGA-CV-5436-01Z-00-DX1.2CADD695-725E-46F6-879A-AE5B86CB2104.svs,0 | |
| 765cc306-bdae-4caf-ad1e-35b8fe95c220,TCGA-HD-A4C1-01Z-00-DX1.AAE02372-CA5D-463D-937B-B88A1C5321F9.svs,0 | |
| 0871333c-1088-4af1-a365-12256643c5bd,TCGA-CV-6935-01Z-00-DX1.9C449CB2-FB6D-41D1-A4A6-3069DC84A697.svs,0 | |
| f4343626-f677-4fe5-862b-8fb4a16262bf,TCGA-CV-7254-01Z-00-DX1.ACCE315D-AA82-462C-A84E-5ECE487A179A.svs,0 | |
| 6ecccbf9-bfda-4f5e-9618-3bffaebf4660,TCGA-CQ-7071-01Z-00-DX1.AEFEDFCA-0D2F-42AE-8D3F-8D9DD42F5E2D.svs,0 | |
| 63f6a127-e4e8-4e1c-8236-a2adb9594c8f,TCGA-D6-6824-01Z-00-DX2.96A2C7FA-59F2-4704-ABD0-2D215C442D7C.svs,0 | |
| 63f6a127-e4e8-4e1c-8236-a2adb9594c8f,TCGA-D6-6824-01Z-00-DX1.d9ac38e6-3ec6-4899-b3ea-d8197ba02055.svs,0 | |
| 05fbd98c-28bd-41bc-ae60-16ac0c16c723,TCGA-CV-7090-01Z-00-DX1.6DF21B0C-86F4-4ECB-A599-4F001A288E3B.svs,1 | |
| 0625df42-740f-4e52-8f9e-0f5b7dee251b,TCGA-CV-A6JY-01Z-00-DX1.0326449A-DADA-43C5-8B2C-1B3C662A3D7A.svs,0 | |
| 0f25d7fd-fc7c-4563-a8bd-80b5e0c32ea2,TCGA-DQ-7596-01Z-00-DX1.83133BB5-B039-4D11-A9BC-20B6C70D0BD2.svs,0 | |
| 06a802b9-0b5c-4ee4-9823-56d2e8c78422,TCGA-CQ-5333-01Z-00-DX1.f2c97975-dd7d-4dc9-a1b9-1528184cb8ad.svs,0 | |
| 0f718e17-86c1-4221-a878-d57ae87e744f,TCGA-HD-7831-01Z-00-DX1.a723404e-c5ae-4c02-b338-4fa9801ba5ff.svs,0 | |
| 10d0a058-3e5e-4916-84c4-25f934b96f86,TCGA-CV-5440-01Z-00-DX1.7934D072-699C-4259-A4C7-E22BDF06F4B8.svs,1 | |
| 10f53522-9ae7-47b9-80aa-b4b481561465,TCGA-HD-7754-01Z-00-DX1.D7E9DB5F-A293-4F4E-BA06-D807E43F0868.svs,0 | |
| 16d52afb-a954-4cb3-b168-c1501208f691,TCGA-BB-7866-01Z-00-DX1.144872E0-8C08-42CC-ACDD-45D28F35517D.svs,0 | |
| 13e936ff-81f0-49b9-bc2e-2ea43921f450,TCGA-P3-A6T3-01Z-00-DX1.EC756904-A270-44E1-8935-9B9F6C25AAB6.svs,1 | |
| 18334157-aa38-4859-a786-99a920a1fbe3,TCGA-CX-A4AQ-01Z-00-DX1.31ECF3F8-7BAF-4395-8163-DAC2BE88CE06.svs,0 | |
| bd62a587-6fe1-47ce-918d-055f2b38bb0e,TCGA-BA-6871-01Z-00-DX1.4d9ca329-f8d5-4c31-a20f-9d4fba728326.svs,0 | |
| 2fc48edb-a428-49c3-9599-d00eb2b448ac,TCGA-CN-6024-01Z-00-DX1.c5791a72-1ded-4723-a33a-68da0685c80b.svs,0 | |
| 96415324-6859-41eb-8d07-be4e6f7d9781,TCGA-CV-7416-01Z-00-DX1.6084AAA1-CBB4-448D-A902-6ADCE3D4936F.svs,0 | |
| fa2d4258-3ee4-4d53-8ef2-9700b5cf38d6,TCGA-CV-7568-01Z-00-DX1.A5A68B1C-3195-44E7-B988-14C51F20353E.svs,0 | |
| 2c6d6c93-fb6d-47f7-a868-5e9a82c75d4c,TCGA-CV-7406-01Z-00-DX1.DD01FA19-8CBD-4BCF-9BC7-F23AE48FA667.svs,0 | |
| 6715b957-0d48-439c-8cd7-bd9b204d39b0,TCGA-CV-7440-01Z-00-DX1.ABC0027C-EBB2-4BDF-9AE7-116D4F38DD70.svs,0 | |
| e0f4d67d-5ca3-4c21-9f52-04f660827d08,TCGA-CQ-7067-01Z-00-DX1.7ebcaec2-3ffe-49c6-bd83-f7547aea4166.svs,0 | |
| 730c3b27-24d5-4a80-b659-db54cd2bc4fa,TCGA-BA-6870-01Z-00-DX1.261566ac-6b40-4a08-b383-ee61cbdc8672.svs,0 | |
| 17b17d91-c3df-4b89-9c10-4db069aff656,TCGA-BA-5559-01Z-00-DX1.2ef4e82a-fec2-4382-966c-ad991e5b2787.svs,0 | |
| c1f50a22-38df-41cc-a1f4-f7985504a7ac,TCGA-BB-4225-01Z-00-DX1.cfce62af-e565-4673-9970-afd08767b062.svs,0 | |
| 490950f3-2d1a-4174-a30d-b8f5654ff316,TCGA-CV-7089-01Z-00-DX1.62C30ED2-05CD-4696-B838-5B620434B4A7.svs,0 | |
| ff9db03d-f81c-4079-8b05-f5a8c05b8cfe,TCGA-CV-6938-01Z-00-DX1.8D0880C1-2E01-4954-95C0-6F15FF0F0B0A.svs,0 | |
| 93a265b7-6c23-4e5f-b797-c117793744bf,TCGA-CV-6936-01Z-00-DX1.3065C974-E4DF-4BEF-9300-9E400E4513CB.svs,0 | |
| ae2051a3-f851-4cb3-af18-029f4574b179,TCGA-CV-7245-01Z-00-DX1.9128EEC2-17DC-4DCA-8B91-508A0C0C52D2.svs,0 | |
| b4d5299d-1f25-4565-b612-0a0a4d6656ec,TCGA-F7-8298-01Z-00-DX1.e9df5104-c9a0-43af-a2e8-86d3f4029e03.svs,0 | |
| 1acda00d-04fb-4d71-99a4-996f92601827,TCGA-D6-A6EQ-01Z-00-DX1.E6CEA0DA-E05E-416F-B876-30398A9C17C5.svs,0 | |
| 32128246-1258-43d1-b1e5-30ae63822c32,TCGA-CV-6950-01Z-00-DX1.1D8CFDF2-998C-45E2-ACDF-581B679DAD6F.svs,0 | |
| aad9a83a-ab62-47b0-990c-527ccdb58d63,TCGA-MZ-A6I9-01Z-00-DX1.478C5347-BF30-4CAA-8215-58778D79E33B.svs,0 | |
| cac30b32-03ef-4ecb-88d8-d5577ab6b2a6,TCGA-BB-4228-01Z-00-DX1.170b1b9a-05ac-4115-965e-56c2af944f1f.svs,0 | |
| 10b3f56a-e61e-486b-8d3c-176668d5dc34,TCGA-DQ-5631-01Z-00-DX1.D9B0F531-4FE9-4D96-BE74-656B2F87F922.svs,0 | |
| 1dd23cd6-3aa8-4553-8813-04701451846e,TCGA-CV-7103-01Z-00-DX1.F70ED660-29F0-4BE1-8B0C-ACCD8FF90B7F.svs,0 | |
| c9c33b2a-bf99-4563-a220-01a5dbe3be92,TCGA-CV-7433-01Z-00-DX1.2EA4930A-41AE-448A-A840-134A927B52EB.svs,0 | |
| 15eb8d88-adb1-4f4f-a44d-087049db60ce,TCGA-CQ-A4CD-01Z-00-DX1.09FED532-92E5-442E-8DFE-615E6400A92A.svs,1 | |
| 2135b007-b714-495b-9b30-92010179ec33,TCGA-UF-A718-01Z-00-DX1.D7364E57-41D6-4865-B194-9448FF17E1EE.svs,0 | |
| 1e05fdbd-c80b-41c6-9b40-8a7200c92e76,TCGA-CV-5979-01Z-00-DX1.D0BE68E1-FB40-4783-97AF-8191C932A261.svs,0 | |
| 22233a31-023f-412f-9b42-73b58c51dee8,TCGA-CN-A63U-01Z-00-DX1.90319992-2286-4136-8730-CD905A7F6CD4.svs,0 | |
| 23c4e2eb-142b-4fcc-a974-9a248aec3f37,TCGA-CN-6017-01Z-00-DX1.690fa1af-4b51-41c8-a52d-bd1341f990e9.svs,0 | |
| 20ece2ca-8601-4cca-aec5-0a5c0b92594d,TCGA-CQ-7065-01Z-00-DX1.083ed2a3-9074-4e48-b950-7255ca54ce77.svs,0 | |
| 248fa778-0758-4681-a31f-371ea8d376e6,TCGA-BB-4217-01Z-00-DX1.E351C8DB-F6CB-4327-9FEC-B9001E70C913.svs,0 | |
| 27707915-d36e-4da7-9b39-2fdd9ce0bdc5,TCGA-CV-A464-01Z-00-DX1.EB6A9C70-8C6C-4CCD-B811-087C1BAB37BE.svs,0 | |
| 4cffea0b-90a7-4c86-a73f-bb8feca3ada7,TCGA-CN-5365-01Z-00-DX1.26a33bd0-1eb3-4774-8be6-bf8501f4a9f9.svs,0 | |
| 815119e3-13c4-4f63-98c7-10a519034a25,TCGA-CV-7424-01Z-00-DX1.E9C70A9F-6711-449B-AE3D-C16EB86F5797.svs,0 | |
| 5da2dbde-735b-4f05-b6d7-76de54d6d6ac,TCGA-CN-4726-01Z-00-DX1.0ddf44ae-1cb7-41f1-8b59-a5a689f5a71c.svs,0 | |
| 534f85f2-b9eb-45be-87d5-c3dffd13d541,TCGA-CV-7255-01Z-00-DX1.11D5B324-D223-4130-9CF1-1B138519A4A1.svs,1 | |
| 09f6c3ab-b799-404a-b301-22b9caf33e82,TCGA-QK-AA3K-01Z-00-DX1.A7F73A27-D890-4E05-86A8-26B6F3AA2332.svs,0 | |
| 2915b26b-8c18-48e4-9715-a7e207f0a0e6,TCGA-QK-A64Z-01Z-00-DX4.370068FC-E205-494A-A5C1-0CBAFE2A28F2.svs,1 | |
| 2915b26b-8c18-48e4-9715-a7e207f0a0e6,TCGA-QK-A64Z-01Z-00-DX1.A894D5AB-8914-412A-B719-E4ED659C8D88.svs,1 | |
| 2915b26b-8c18-48e4-9715-a7e207f0a0e6,TCGA-QK-A64Z-01Z-00-DX2.96E8ABB3-3925-402B-8E51-7CF8CA0C63B9.svs,1 | |
| d9e8c707-e61a-4813-8dc0-2472e9ccf12b,TCGA-CQ-6223-01Z-00-DX1.95236dd8-13fd-4462-8f8c-a91b96c96802.svs,0 | |
| fcb0c5e5-f63c-41b3-ae0e-3d1d6aaa66e4,TCGA-F7-A623-01Z-00-DX1.230FB4CB-F266-4E12-8BB5-EA85CF4DF98E.svs,0 | |
| 93cbda0f-8454-4127-a6da-a19dda345deb,TCGA-T2-A6WZ-01Z-00-DX1.52078A9C-735F-4781-999E-3B65EA1C4174.svs,0 | |
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