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
| case_id,filename,label | |
| 503a9c0b-64b8-41b9-a44f-9cbff9cefbad,TCGA-AK-3430-01Z-00-DX1.71713A92-C495-414B-B3FD-1CF5D0D9F105.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 | |
| 8d02978a-10cb-4bbf-8980-78aebe70bcd1,TCGA-A3-3328-01Z-00-DX1.8FA7DFCD-D6FD-4950-9E44-E5AB0B91E33D.svs,0 | |
| 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 | |
| 97fee782-9aa3-41c7-8b7b-53c9c69bdabc,TCGA-AK-3427-01Z-00-DX2.f79ddc05-97bc-49a0-9e0b-25f5e325555a.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 | |
| f2801b21-5444-4cc3-a642-c60c6d82cd3d,TCGA-CZ-5454-01Z-00-DX1.c82ae31e-d805-4f7c-aca5-894ccf9fdd47.svs,0 | |
| 33cd8b05-2b9b-40dd-97a2-40d02e27ee90,TCGA-CJ-4900-01Z-00-DX1.75AA0FB8-54AF-492F-867F-A7A4DA11FCAF.svs,1 | |
| b6abbdcc-f826-499d-b6f1-f6e2c83f9d8b,TCGA-B0-5116-01Z-00-DX1.48fbc5d2-2fda-4ad3-86ee-ab43fb0f56cb.svs,0 | |
| d9208e7b-0b47-43ff-a4e8-d4e591e286c4,TCGA-BP-4354-01Z-00-DX1.9f53f9e2-ea72-4be4-9848-1a3f5634dac0.svs,1 | |
| 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 | |
| dc43cfe0-8880-419f-946c-c0ad586e57ca,TCGA-CZ-4859-01Z-00-DX1.ef46368c-c76e-4fc9-a620-65b7f63fb083.svs,0 | |
| 0d88e6ab-cf1d-4888-878b-0ac7d687c4cc,TCGA-BP-4960-01Z-00-DX1.8ed78985-d391-4756-ab30-eca545091013.svs,0 | |
| a8e0f80a-7049-4b5a-af21-cb6421286271,TCGA-BP-4351-01Z-00-DX1.48d043e8-8e71-48e7-8c72-9fafcf93df01.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 | |
| 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 | |
| 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 | |
| 44130745-0b09-4201-829f-cc634f462d3b,TCGA-B0-4816-01Z-00-DX1.6cc0b334-b885-4cdc-a2a8-cd3efaa2e241.svs,0 | |
| 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,0 | |
| 766999d7-fa28-415b-8783-be62b1b2fd70,TCGA-B8-5164-01Z-00-DX1.6d846ab5-2fcf-4a99-8b82-3b77146fccf3.svs,0 | |
| 616bc43c-34b9-48e8-8219-4ef4d052f91b,TCGA-B0-5095-01Z-00-DX1.4f173713-aa67-458f-82b5-7d2a46b7fb29.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 | |
| 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 | |
| 0b970feb-914f-4159-912f-6efec02b617f,TCGA-A3-3374-01Z-00-DX1.560b8f9f-5195-43e0-be52-73aede19e077.svs,0 | |
| 19cd6d5b-0de3-4afd-9ecf-6f80c9977dc0,TCGA-BP-4967-01Z-00-DX1.25615528-2d42-4b48-b086-2e851f4fee6e.svs,0 | |
| 1d176c53-6cbb-4a39-9a6f-669b4f1cb575,TCGA-B0-5696-01Z-00-DX1.73c27995-9401-43bd-80ff-6ee9dadcbd5a.svs,0 | |
| 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,1 | |
| 3c4ed50e-d00e-4ffe-b426-41dfdcb7327a,TCGA-BP-4166-01Z-00-DX1.e27fcaa7-7d9a-48db-8bae-518a10bde786.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,0 | |
| 500636a5-d42b-469f-98e2-fdd4dddc61a0,TCGA-BP-4787-01Z-00-DX1.8bac7e59-04be-43a6-8656-501bf157452c.svs,0 | |
| 59278f79-4f42-4d1c-9007-3958486042fc,TCGA-B8-5550-01Z-00-DX1.f9c84121-b555-486b-9049-9b87c7268e0a.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,0 | |
| 7664c241-b369-4d76-9cd1-7f2bdc1d267f,TCGA-BP-4326-01Z-00-DX1.1e6bb223-08df-4fb9-ba08-c354cd0190d0.svs,0 | |
| 8958c2bf-b986-4c07-98d2-09dfe2375a14,TCGA-BP-4345-01Z-00-DX1.5ada8b8e-40c4-4035-b34a-7bb0a0bb0005.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 | |
| 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,0 | |
| 0709749f-a30a-4fdd-a409-d12be09a5899,TCGA-AK-3450-01Z-00-DX1.84C9CCDE-F1FD-4BDC-B819-25078EF350A5.svs,0 | |
| 9b84d013-713b-4571-888c-12863fdd4a52,TCGA-BP-4327-01Z-00-DX1.fd80b9b2-ec68-4e6a-b0ce-a08c9baba9b7.svs,0 | |
| b2feca3f-8602-4a30-92bf-958ab2a2bd5d,TCGA-AK-3436-01Z-00-DX1.E8C5CA5A-4DA0-4F66-818E-6C56B22C1EC1.svs,0 | |
| 31a0dd95-8199-4d25-b40d-4b353644af46,TCGA-B0-5691-01Z-00-DX1.ef332029-fdef-4a0c-b891-4ef14da0e6ba.svs,0 | |
| 5f0f03c2-4a39-48c4-a41d-c2990c422741,TCGA-B0-4690-01Z-00-DX1.efecabc0-bb34-41e4-b631-0b2043826124.svs,0 | |
| 59f49821-412c-4945-b9e2-be0dcc8bf8bf,TCGA-B4-5836-01Z-00-DX1.5F2DDC1A-9DA3-46B7-A0B8-E4BBE1658110.svs,0 | |
| 52e9daf0-288b-4220-bd44-0b6147fd951c,TCGA-AK-3456-01Z-00-DX1.E853A155-6567-49B7-8364-C63BBEFC1339.svs,0 | |
| 38469030-8539-4c76-b53b-57073569501c,TCGA-BP-4795-01Z-00-DX1.29d32315-efd2-495c-85b5-86db265cfc9c.svs,0 | |
| 62cf9546-b932-4a5e-bc9b-4103506d296d,TCGA-B0-5705-01Z-00-DX1.4544d10a-df2f-46f3-b174-94f72c9310aa.svs,0 | |
| 34e8fbd8-ed33-4d11-af4a-dd33af37fe28,TCGA-BP-4340-01Z-00-DX1.29f86b4c-2e25-4279-90ac-c147b3b5fb89.svs,0 | |
| 3cbca837-f5a7-4a87-8f02-c59eac232d5a,TCGA-A3-3308-01Z-00-DX1.bbd79ced-9fb9-4601-8ba0-b343da5f6f5b.svs,0 | |
| 467bf226-a646-4217-bce6-8d0f11c756eb,TCGA-CZ-5456-01Z-00-DX1.65910977-0870-43cf-8a78-91dd8a289312.svs,0 | |
| 61c75ffb-9d5d-478e-af48-1808e700aceb,TCGA-CJ-4640-01Z-00-DX1.F5625E6F-1B5D-408A-982B-9A66103DF1CC.svs,0 | |
| cf67eaf8-f5e6-41be-8992-cdb97091e1b0,TCGA-B0-5096-01Z-00-DX1.badbc354-928e-4f7c-9b3f-341154bafbac.svs,1 | |
| 798d51ff-182e-406c-8885-8a198d9959d1,TCGA-A3-3378-01Z-00-DX1.71ddeb47-c8e2-4ae8-b481-50f73c905e16.svs,0 | |
| b81243b3-5130-4268-9883-07e547b8d728,TCGA-BP-4325-01Z-00-DX1.f3299377-fdc2-4ac0-b26e-487ef77cac8b.svs,0 | |
| 9c377f9b-79dd-4412-80ac-cea9a3529888,TCGA-B0-5692-01Z-00-DX1.34477dae-21a5-45fc-b949-a1820e9d7a4d.svs,0 | |
| ef2d7ef5-cdfc-48c9-b3fe-6eaf3be1106d,TCGA-DV-A4VX-01Z-00-DX1.9E7036DB-6DD7-4D25-93BD-298206C85EDA.svs,0 | |
| 9fb55e0b-43d8-40a3-8ef2-d198e6290551,TCGA-A3-3306-01Z-00-DX1.bfd320d3-f3ec-4015-b34a-98e9967ea80d.svs,0 | |
| 18524601-30d9-4dc6-a345-cbdb33349521,TCGA-B0-4827-01Z-00-DX1.c08eeafe-d2d4-41d1-a8f5-eacd1b0e601f.svs,0 | |
| 0242658f-a698-4e68-b6e3-2f4aa076763e,TCGA-BP-4162-01Z-00-DX1.cb017dff-4a35-4e33-92a7-2006973ad6bf.svs,0 | |
| 037c691e-6320-451b-9276-78459f1b705c,TCGA-BP-4352-01Z-00-DX1.fc671377-0f49-4a28-93fe-0409be6a7473.svs,0 | |
| 0bbfeec1-fbae-4c92-ae90-60ba39303bd8,TCGA-A3-3349-01Z-00-DX1.206c2817-1b93-4fdf-8128-3f6e3b4935b6.svs,0 | |
| 10c03d66-a290-4e46-9018-2932a236eb09,TCGA-A3-3313-01Z-00-DX1.10f8cd5e-1c4f-4bb4-96f3-c612f093fc80.svs,0 | |
| 1e417b93-837d-4110-9090-239eb82c3e20,TCGA-BP-4968-01Z-00-DX1.e2dfdd69-2fc4-4ed9-96aa-ad88424d2989.svs,0 | |
| 1b0ad45e-b917-4e91-83c4-e5386cdf0eee,TCGA-B0-4842-01Z-00-DX1.d780158b-81c2-4ac9-b7a0-9c9386c6414c.svs,0 | |
| 1bc2ad71-fb9d-4012-bfe7-c39e215a51eb,TCGA-B4-5835-01Z-00-DX1.55c88092-9092-4881-a8a1-88dafc0a58be.svs,0 | |
| 2bc5b2ec-aa8f-4889-9d92-d27f96c9fda1,TCGA-A3-3373-01Z-00-DX1.681dd573-9832-4739-92b5-5cdf6e993802.svs,0 | |
| 46bc69a9-0090-4809-92b8-8cb741d9007d,TCGA-B0-5115-01Z-00-DX1.f07e128b-5a67-409a-a420-ce953f291364.svs,0 | |
| 479035f0-649e-4396-b023-1649a23a01f1,TCGA-B0-5081-01Z-00-DX1.2fed8120-8e9c-4a23-bd1b-645f91450464.svs,0 | |
| 4978eb8d-4a38-470b-9a00-6dd3aada1aa9,TCGA-BP-4338-01Z-00-DX1.fbadb1d7-c11d-4347-9f3c-447f52dde639.svs,0 | |
| 62f5ceb7-bb0b-4248-850b-cc1cf012f570,TCGA-B0-5400-01Z-00-DX1.2f9e8c7f-9e35-493d-ae23-f13782a2c5c2.svs,0 | |
| 6ccabcd0-8f30-4828-851f-0ac7cee1a33f,TCGA-BP-4329-01Z-00-DX1.da54fc65-7cb6-4265-8d45-b373a59fa1da.svs,0 | |
| 70820391-13b4-438f-ba4a-c0804d4c2d76,TCGA-B4-5838-01Z-00-DX1.0CC46AA4-5C2C-46FD-9C94-BD96FF287218.svs,1 | |
| 69fb3eff-a32c-48e1-aab8-645ef31d163a,TCGA-A3-3367-01Z-00-DX1.9fca6a91-bb71-4632-8b20-e9f4d7030699.svs,0 | |
| 62c6edc7-170d-4825-ab81-f88b14013cc5,TCGA-B0-5085-01Z-00-DX1.29c82ff0-9e4d-477f-a8d9-8931c69e58f8.svs,0 | |
| 74844571-c5a3-4a14-ac19-c7c1ce40259b,TCGA-B0-5702-01Z-00-DX1.a455181a-c4a5-40f5-b82e-be5bc6bb0a41.svs,0 | |
| 74fc9f65-b5f1-4b56-93a5-f90eaab52e31,TCGA-B0-5083-01Z-00-DX1.f27af4bd-c418-46aa-aa6e-10890090645e.svs,0 | |
| 8f936d84-3b81-4d1c-aca1-93f5c86ed1bc,TCGA-BP-5198-01Z-00-DX1.3ff31173-5a84-4a07-92cf-2dec884f3c64.svs,0 | |
| 9da334ed-314c-4445-ba29-ffd9bb42403c,TCGA-AK-3428-01Z-00-DX1.E437BB00-F731-4B71-9A78-5BC7CA0F08AF.svs,0 | |
| e4cc8898-d1d8-4f6d-b01c-04cd30f0cd8f,TCGA-A3-3359-01Z-00-DX1.D473A2D2-AE66-469D-80A1-584598335E17.svs,0 | |
| 39867756-0ef0-4408-a0e1-c85ae7adb8ee,TCGA-BP-4331-01Z-00-DX1.59a3b421-c402-451e-ad82-dda54583d3d4.svs,0 | |
| 54c9850c-9b67-42ea-a04b-16a88f786dfa,TCGA-BP-5201-01Z-00-DX1.d1a9878e-bb97-48fb-9098-9d9337f06250.svs,0 | |
| 1cdb170b-9765-45ee-9e3e-388d0a419746,TCGA-BP-4158-01Z-00-DX1.ac231cfd-4baa-4e4e-80ca-acc51255bd91.svs,0 | |
| ec3b2a30-fcf6-45ef-bd9d-e6089a237c0f,TCGA-CJ-4904-01Z-00-DX1.D6315769-36A6-433B-8ED3-85A954A63DE1.svs,0 | |
| b3a6acab-00ad-48b7-94c2-bd56b461b48f,TCGA-AK-3429-01Z-00-DX1.3501F4D9-4764-4D30-A5BC-B0FF1A494CFE.svs,0 | |
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