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 | |
| b06cdf61-61c9-4035-a55d-1ef21dc21069,TCGA-AL-A5DJ-01Z-00-DX1.AF15A60D-67BF-47AB-8AE3-CCBE6DDAF86D.svs,0 | |
| 8fc6b46b-1c60-40b1-8924-0c2c9307c6e0,TCGA-G7-6793-01Z-00-DX1.d5180ed3-4fbe-4254-9d5b-530aac5f3bca.svs,0 | |
| 04ca8ab0-c10c-4300-8244-108ebc304410,TCGA-Y8-A8S1-01Z-00-DX1.070EF07D-6A9B-4E32-9851-3B08A628D879.svs,0 | |
| beac52b4-ab6b-4f20-aeff-8c15990aa710,TCGA-B9-7268-01Z-00-DX1.6F3C101D-49F1-43B4-AFEB-C5F55054E27D.svs,0 | |
| d66c9261-6c0c-44b0-92fa-a43757f34cb2,TCGA-2Z-A9J7-01Z-00-DX1.9DB458BA-8AB0-4ECF-A3F9-5851A7A59759.svs,0 | |
| d48bec14-6466-4924-a9e1-a37e31fcf83c,TCGA-P4-A5E7-01Z-00-DX1.4957D156-3E76-44C7-ADBC-3F02933D9F51.svs,0 | |
| d8b88441-16c7-4201-9c01-3e7237d18eee,TCGA-2Z-A9JK-01Z-00-DX1.C2A22DB8-EF09-430C-ACCA-542F1CA6A45C.svs,0 | |
| d8e6c4a2-7d2b-430c-8515-c2148c9bcda4,TCGA-A4-A772-01Z-00-DX1.E703D8D9-5CEF-4AA7-AAE4-897833BBA278.svs,0 | |
| deace3d5-26fc-44d3-9f39-b5cde2c94152,TCGA-4A-A93X-01Z-00-DX2.45011BF1-FED8-4D22-B5E1-C63DC384FD2A.svs,0 | |
| d9405dd0-ab00-4aac-9ba3-1e2bc43305da,TCGA-KV-A6GE-01Z-00-DX4.5E8224FF-BBE5-49C9-86B5-7D425EACC2A3.svs,0 | |
| e0c97b37-9834-4811-981e-dcb8982dba44,TCGA-UZ-A9PL-01Z-00-DX1.A7927C7B-9304-40F4-894C-64A953D8F67B.svs,0 | |
| d9405dd0-ab00-4aac-9ba3-1e2bc43305da,TCGA-KV-A6GE-01Z-00-DX6.BAF3885F-8013-47CB-B9B1-C7F4FD0FB5E7.svs,0 | |
| e08c161c-a9ac-4001-b567-2c15bef66fd5,TCGA-2Z-A9JP-01Z-00-DX1.8B0F498B-85AC-494F-866C-0FDAB54D216B.svs,0 | |
| e6e6a773-b155-45a9-989f-75c12ce1702a,TCGA-MH-A561-01Z-00-DX1.773B7CD9-EB27-416B-BA09-EE351CF7AA30.svs,0 | |
| ed013726-31cd-4201-bf95-7746cce2a525,TCGA-A4-8515-01Z-00-DX1.94C9B5F6-9F1F-4D28-8F2B-034AAE18A2CE.svs,0 | |
| f7a2b87f-c265-4cc5-a792-428756e31d8b,TCGA-A4-7287-01Z-00-DX1.f69967b8-efb3-452d-9f0d-2ddb08cbbe08.svs,0 | |
| f89990c0-e6a1-4721-86e6-2b06c33e0588,TCGA-2Z-A9JS-01Z-00-DX1.9D40DC57-3B70-4069-8196-0B8706EF2405.svs,0 | |
| f1ec5a7b-0973-4c38-9908-862196df9541,TCGA-B1-A47N-01Z-00-DX1.DFEAF807-D0FB-4967-8E50-07B42ECABFE5.svs,0 | |
| f9c593d1-f204-4026-8a9b-a6af0922c885,TCGA-2Z-A9JL-01Z-00-DX1.C99E66C8-3CB7-4F07-B2A4-089187612E38.svs,0 | |
| fa55865d-65b7-4587-800e-17b6b7f77517,TCGA-SX-A71S-01Z-00-DX1.7E7ED612-4BB0-4599-9BBA-8E0F8F5C66D1.svs,0 | |
| fb3aced2-4eb5-4b82-824f-e382a469bc15,TCGA-O9-A75Z-01Z-00-DX1.BC6BD21E-6875-4182-B143-B1F656229416.svs,0 | |
| 10d3a64b-22d0-4846-8972-d78173deca2c,TCGA-DW-7837-01Z-00-DX1.94DDB53B-5B3C-4CF5-B421-32661EE2F8CE.svs,0 | |
| 0d80fac4-f43e-4a67-b372-0af320966dbc,TCGA-DW-7840-01Z-00-DX1.797DFE79-C506-4F49-812F-B19F3C440D7A.svs,0 | |
| 072507cf-1249-4b28-86d4-3ab97822a74c,TCGA-B1-A47M-01Z-00-DX1.B049A5A8-406C-4208-BB5E-2CA42D063D16.svs,0 | |
| d4d1c1d8-efc3-4282-b986-d7343de7e78f,TCGA-DW-7842-01Z-00-DX1.939166CE-37A9-4906-8D45-E10C2EEE3CA3.svs,0 | |
| e70c561a-1640-49d6-9662-f49b08118f1e,TCGA-DW-7838-01Z-00-DX1.08AE47C1-7A7C-4D7A-A485-13F37341D1AC.svs,0 | |
| 6a6c1569-1045-4ed3-acdb-5c45e47614ca,TCGA-B1-A47O-01Z-00-DX1.AFF4F6F0-BF6F-45DE-BC24-A25F5CD3B43A.svs,0 | |
| 93b05e07-fd17-44ce-8735-dcc28264b229,TCGA-BQ-7049-01Z-00-DX1.e8ee8dc0-2d78-47a3-bf1c-505cbcd6ca3f.svs,0 | |
| 2272c592-b9b6-4483-9f7f-6e185699b900,TCGA-AL-3468-01Z-00-DX2.B7D8DCCE-C015-4284-96EF-ED7F4A7771B7.svs,0 | |
| 7f677700-65c8-4d17-b6ae-520869ba1bbd,TCGA-DW-5561-01Z-00-DX1.a37c0e14-0562-414b-a467-bb171c5aed52.svs,0 | |
| 08a50ae7-179c-4241-8aed-79db6c218c90,TCGA-BQ-7046-01Z-00-DX1.3d473ea1-af02-4915-b971-2e53fca4b620.svs,0 | |
| 925ae8ff-3200-4564-be76-94db0984b027,TCGA-A4-A48D-01Z-00-DX1.005D0B63-B612-4273-86B5-DBAE5246024C.svs,0 | |
| cd54aff9-bee4-41aa-b347-48f8684dcece,TCGA-SX-A7SR-01Z-00-DX1.BC6D7CCB-DCD5-45B4-A278-F7EA589D695F.svs,0 | |
| f8ac66a2-16a5-4230-986b-1da8d0a61361,TCGA-A4-A5XZ-01Z-00-DX1.91B936FA-1697-4571-800D-F45B68596A58.svs,0 | |
| db7d3240-9fbd-432e-83ee-7226a6dcb9ce,TCGA-DW-7841-01Z-00-DX1.AE67F0A7-FF07-4C2E-9EF3-5CD6DEA14FE1.svs,0 | |
| b5e873c1-1050-4c92-a26c-684aa26faa99,TCGA-2Z-A9J8-01Z-00-DX1.27D9327E-905A-418B-BDC1-B2320D98F5F3.svs,0 | |
| cfc6f9ef-73b1-46af-b4c8-94fdd34f4584,TCGA-BQ-5894-01Z-00-DX1.8fa5886a-0e66-4fe1-9c96-14b9d8d13db7.svs,0 | |
| 0300e3a3-c278-4c20-8739-6d8aa24588cb,TCGA-B9-5156-01Z-00-DX1.200621df-b59f-4c69-957c-65aebfe855a8.svs,0 | |
| 075d17f2-dd1a-4c12-9e6c-ded1b052d107,TCGA-P4-AAVO-01Z-00-DX1.F4174F1A-77C2-4C1E-B660-F17EF541236A.svs,0 | |
| 0e065977-9138-4aed-9c9f-24e475f214c4,TCGA-5P-A9KA-01Z-00-DX1.6F4914E0-AB5D-4D5F-8BF6-FB862AA63A87.svs,1 | |
| 047c0040-6eb9-4a05-923d-ec485585baac,TCGA-2Z-A9JN-01Z-00-DX1.714E8577-5BAE-4D99-92DF-1B75500D7AED.svs,0 | |
| 18545977-f8a7-42a8-a15c-7a1fe72bd77f,TCGA-BQ-5876-01Z-00-DX1.290a8bb2-ef37-4944-aff9-cbc2509de32a.svs,0 | |
| 0b83c47f-246c-4af1-b4c0-2b880edbf2d4,TCGA-UZ-A9Q1-01Z-00-DX1.81177E0C-A9E4-4CAC-8E8F-354218753202.svs,0 | |
| 1957fb63-be5a-4889-bbae-01dfbd286c4a,TCGA-UZ-A9PN-01Z-00-DX1.D3D3BDE3-E1CF-4F31-8130-E7F302F77FB9.svs,0 | |
| 0b8956ec-f11b-4d74-b8b7-bfcb64ae974c,TCGA-A4-7585-01Z-00-DX1.47f27533-7c8d-4df3-bd7c-586d5fbdf1fc.svs,0 | |
| 1a726069-0b44-42ad-9a20-0ee90b31796b,TCGA-B3-4103-01Z-00-DX1.76bba2e9-0a6d-460b-8ae8-c38a1109456e.svs,0 | |
| 1592435b-a79a-4fae-90f7-74b193777f08,TCGA-A4-8516-01Z-00-DX1.BC50439D-E5E5-45A1-8067-6B8FB0C1E096.svs,0 | |
| 1bf54408-b5cb-45dc-ad03-ef2866a0ff59,TCGA-BQ-7059-01Z-00-DX1.14b4beda-8f00-44b8-9d99-1fa144431d92.svs,1 | |
| 1db41963-a520-47f0-828c-ed5c626507b1,TCGA-IA-A40Y-01Z-00-DX1.E8D91A02-A0BD-4974-8CF9-68DC1AF506EF.svs,0 | |
| 295004c6-d52e-4971-82ff-84595850f548,TCGA-5P-A9JU-01Z-00-DX1.7E42A7A6-A565-4D78-990F-C4E7539E494A.svs,0 | |
| 2e930925-9eaf-4469-9328-35241f60eddd,TCGA-SX-A7SL-01Z-00-DX1.A3C414EF-9AB0-43E0-A833-D1782B633F07.svs,0 | |
| 307b742a-3340-41ae-8e41-934b58bbd48d,TCGA-AT-A5NU-01Z-00-DX1.6A8FAEC2-3E1B-4BAD-A7EB-F861324D4CB4.svs,0 | |
| 36b46540-472f-4a4d-a801-b8b6ae660dc9,TCGA-HE-A5NF-01Z-00-DX1.74ABE42F-E64E-4550-AD8B-8B6DCEA84FE7.svs,0 | |
| 32bbf3d8-fd0e-45e2-b2a8-80192e86a13c,TCGA-UZ-A9Q0-01Z-00-DX1.D81A8109-505F-4929-B723-D4AB6404C712.svs,0 | |
| 3d3e1db7-716b-4f0f-84b9-2d2f11c9390f,TCGA-HE-7130-01Z-00-DX1.1E46B522-6A18-4286-B84A-4C7FFD3B4833.svs,0 | |
| 39847790-c951-4f9d-b23c-88c7f44d20a0,TCGA-P4-AAVL-01Z-00-DX1.6A86A318-057A-468D-826E-3B5C8B224266.svs,0 | |
| 3e5385f5-d4ff-4b96-8259-312602ec1196,TCGA-SX-A7SU-01Z-00-DX1.3EB1265B-F8CF-4703-88DB-7DC4E1D7E9C8.svs,0 | |
| 44e3fa7e-9a5f-438b-9c87-daa559e28d8d,TCGA-A4-7828-01Z-00-DX1.66478CFF-76ED-4A04-A046-26155E15F124.svs,0 | |
| 421e845c-f4e8-4f46-bff6-9aaa9d208e81,TCGA-BQ-7061-01Z-00-DX1.dfc7df2a-4789-477b-b53c-14cad8e76616.svs,0 | |
| 42d044ae-1416-477d-ac80-779c49bc8d35,TCGA-AL-3472-01Z-00-DX1.66FF9A6E-2851-4E32-A10C-62EB7568AFC3.svs,1 | |
| 42d044ae-1416-477d-ac80-779c49bc8d35,TCGA-AL-3472-01Z-00-DX2.C7BF0356-F099-4070-8824-1AC3339E9F59.svs,1 | |
| 4668cb20-6396-4d98-90d8-61814697d16a,TCGA-G7-6792-01Z-00-DX1.450a6858-3f25-4d1e-a6f5-67289e33e3de.svs,0 | |
| 4bec3959-d59d-4e80-855c-f044a5780780,TCGA-5P-A9K3-01Z-00-DX1.62D4F07B-C8DC-4502-8D85-58B1C58883B2.svs,0 | |
| 4d02010e-9e69-40d3-9bf0-3d4510aa0614,TCGA-AL-3467-01Z-00-DX1.89C0449A-A38F-4614-86FC-DDFD925086D7.svs,0 | |
| 4d02010e-9e69-40d3-9bf0-3d4510aa0614,TCGA-AL-3467-01Z-00-DX2.3ADEDD93-AD93-46D8-B3AE-1EBC6BD5EAF2.svs,0 | |
| 5195c9ac-b649-49f8-8750-f9a4787e8e52,TCGA-2Z-A9J3-01Z-00-DX1.6B0E7DF6-733D-4007-84A3-E67BBC4966A6.svs,0 | |
| 519615e6-8847-4ed5-a409-b6b183ff3f06,TCGA-V9-A7HT-01Z-00-DX1.128997AA-B00E-48BA-8936-4F3A65C6A6E3.svs,0 | |
| 51ae5536-f55c-4fd6-b990-5d3add98de5c,TCGA-P4-AAVM-01Z-00-DX1.4F1F04A5-0D75-4EEA-93FF-0ABA77BA4D17.svs,0 | |
| 5570758c-1f07-4ff9-a570-b7ae39d15a89,TCGA-2Z-A9JJ-01Z-00-DX1.70CE98C1-3591-42E8-997A-95BE00413565.svs,0 | |
| 53d40ba3-c33b-4139-967d-5110884237a3,TCGA-BQ-5877-01Z-00-DX1.3060d47f-0bc6-4a81-82ba-bf596d790f0f.svs,0 | |
| 5bad31ef-94b3-4765-a4de-6a0caf5d3154,TCGA-SX-A7SO-01Z-00-DX1.02A748A8-B4FB-4EA3-827B-8C743B858983.svs,0 | |
| 60df8616-8189-4d5c-8ebc-a05488cd9083,TCGA-DW-7963-01Z-00-DX1.B29C89E1-FC44-4565-97EC-DCBE7C0973B1.svs,0 | |
| 6264f0dd-cc82-45f3-bee0-64f52307d324,TCGA-F9-A4JJ-01Z-00-DX1.2A001EAC-7B8A-4ACC-95EA-EC234F013310.svs,0 | |
| 78412f82-cc55-43d5-96ca-1d02cf957725,TCGA-GL-A59R-01Z-00-DX1.7B0AC43C-F74B-485E-8A6C-2DDFB017BDBF.svs,1 | |
| 72cc3423-d214-4035-b934-0d4e4b806b6c,TCGA-5P-A9K2-01Z-00-DX1.E89BEA4D-E0DA-4A5B-8938-C88332B67E03.svs,0 | |
| 793f2df2-87a3-47e2-9cc1-a1a0e8487b51,TCGA-BQ-5893-01Z-00-DX1.d68bdc5e-06ef-4e9c-bfe0-0fab07c36a58.svs,0 | |
| 75a53bff-bf0f-4ad8-9b8e-14a27914d4f2,TCGA-B3-3925-01Z-00-DX1.cb28f651-66c0-4746-a5df-b382d9d267c2.svs,0 | |
| 87c5e2cb-0b2e-4f40-927b-5e1ad7de4824,TCGA-P4-A5E6-01Z-00-DX1.1EDE26CC-47BE-4931-807C-51D1C469670F.svs,0 | |
| 81bc5a6f-3584-486d-8a8f-d976dcb666ff,TCGA-4A-A93W-01Z-00-DX1.3F8E704D-C10C-451F-8CDD-328BDBEEFAF2.svs,1 | |
| 886ce4a0-a78d-4976-9667-041385c9b6d5,TCGA-IZ-A6M8-01Z-00-DX1.72DCB378-1570-4C02-85EF-688FECA60C0E.svs,0 | |
| 85fcd432-abf4-4bb7-8039-2de41477cb44,TCGA-BQ-5875-01Z-00-DX1.8dfe43ac-98ed-49b7-9da0-8a831f323edd.svs,0 | |
| 9e4c8e1e-041c-4c95-9801-70c8dd0a7797,TCGA-B9-A8YI-01Z-00-DX1.9CA926F1-33D5-4FC4-8F23-AF8AF4DC07A5.svs,0 | |
| a121406a-30b2-4717-ae96-edcb17d911e2,TCGA-B9-4115-01Z-00-DX1.39db8eab-aa1c-4a31-9577-f19eebdbba93.svs,0 | |
| a7bf785f-0539-4899-ac21-47d1fc347ee8,TCGA-AL-3473-01Z-00-DX1.F3F992D2-D920-4791-A396-978D6E5529DE.svs,0 | |
| a904ce56-42e6-4e61-ab62-cdf8192afbb4,TCGA-UZ-A9PJ-01Z-00-DX1.088CD0AD-C063-47E4-8398-324A8E7369D7.svs,0 | |
| a5b3de4c-f3fa-414c-b809-59c3c1438aa7,TCGA-Y8-A8RY-01Z-00-DX1.E111130F-F693-4A13-8F9C-13BF7974AEF0.svs,0 | |
| a614255d-9f1b-4e9a-8a50-435d4d123b3f,TCGA-BQ-7051-01Z-00-DX1.65455f33-f60b-4d48-ae7f-bea032db696a.svs,0 | |
| c0a632ca-3e72-4553-8670-4a83c3a81b42,TCGA-WN-AB4C-01Z-00-DX1.9A983740-01DA-42EB-BC00-B10A581C519F.svs,0 | |
| ae8bc8ea-29e6-4fe4-9095-d6d2655ee4f5,TCGA-BQ-7048-01Z-00-DX1.656594d9-dfe1-416a-81bb-12e5cf46d0e5.svs,0 | |
| c0ce18e0-89bd-469d-8ca7-292f815cd34f,TCGA-J7-A8I2-01Z-00-DX1.66EECFED-1C22-4155-9B78-833E8E620F32.svs,0 | |
| b877d608-e4e0-4b28-9235-01dd65849cf7,TCGA-BQ-5879-01Z-00-DX1.682ab315-998b-4379-8492-3b422ce06308.svs,0 | |
| c573a2f6-2404-4978-8ddc-91af27bab7c6,TCGA-BQ-5885-01Z-00-DX1.5311f60f-0291-4396-ae4c-4228b73188da.svs,0 | |
| ca245eb0-c60e-4a94-afd8-ccf15c1008df,TCGA-5P-A9K4-01Z-00-DX1.7639BB1D-6FE4-438C-8610-D7F9E0B8D370.svs,0 | |
| cefaf325-24d3-4b69-bddb-1ceb66f9a693,TCGA-5P-A9K8-01Z-00-DX1.3226667C-B631-4BA5-ACFB-29968ECBFE8C.svs,0 | |
| ed560804-50b9-488e-bfa9-33f20cb83106,TCGA-BQ-5890-01Z-00-DX1.89720b5b-5b20-49ec-958d-b67f8f1b2673.svs,0 | |
| ee6dd13a-1436-48f5-8a9f-732898c1735f,TCGA-B3-8121-01Z-00-DX1.1F484841-E8CA-4783-B75A-7923A11D5BDA.svs,0 | |
| f900767e-097b-4def-8a74-78fb042a039d,TCGA-BQ-5884-01Z-00-DX1.d94f1dd5-e56c-47c3-a86f-002bdb739dc7.svs,0 | |
| f00224ff-eb5d-4e46-ac9c-02fd7230f0c2,TCGA-A4-8517-01Z-00-DX1.637AFB7A-BB67-40D6-AA45-4F119D73D0DD.svs,0 | |
| f94fc471-74f8-4774-9f28-95533293fc1d,TCGA-5P-A9K9-01Z-00-DX1.F3853057-59AD-4296-A9CD-E6F07D0808BF.svs,0 | |
| 0843841b-afab-4831-9084-a850db85287c,TCGA-A4-7584-01Z-00-DX1.ffa7e13e-0ed8-4913-a0f0-51b36f4d858c.svs,0 | |
| 2272c592-b9b6-4483-9f7f-6e185699b900,TCGA-AL-3468-01Z-00-DX1.F86A4811-D60C-4845-A7A5-B7C7BE202202.svs,0 | |
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