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 | |
| 26d93d77-ab66-45aa-a162-98d091221afb,TCGA-RC-A7SB-01Z-00-DX1.2F9AD3F0-68C1-443F-9E4C-47DB92302543.svs,0 | |
| 22dd3876-1f2c-4ddd-8fae-f5fb820993ba,TCGA-MI-A75G-01Z-00-DX1.DD5C8CC3-D7CF-4DB6-B222-86609387D44C.svs,0 | |
| 2c53d48d-e3bc-49f3-bbe0-2eee24252b4c,TCGA-CC-A3MB-01Z-00-DX1.5EF235F5-A3B1-4DBB-9D6E-03A9F7CB203F.svs,0 | |
| 17833039-0d7e-47f0-90e6-8cabae94c124,TCGA-FV-A3R2-01Z-00-DX1.B9E286ED-B4A3-44E7-B11F-F2B763083FBC.svs,0 | |
| 3a2d7482-c246-411e-841f-71d96e353328,TCGA-G3-A3CH-01Z-00-DX1.EA1C12F1-0A52-418D-845E-C99E57D21260.svs,0 | |
| 3e1920b3-3bd4-4506-a0cf-567257154bcf,TCGA-2Y-A9GW-01Z-00-DX1.71805205-933D-4D72-A4A2-586DC5490D76.svs,0 | |
| 4244912d-8527-410c-a084-a56c55eb1f82,TCGA-ZP-A9D4-01Z-00-DX1.306ADF14-E71A-4E44-BF28-F7733A1937EC.svs,1 | |
| 3f6a6891-c6d5-447b-ad32-325fd46ec32b,TCGA-ZS-A9CG-01Z-00-DX1.FEF9A55C-9331-469C-9D13-FCB232136024.svs,1 | |
| 427fdbf8-1603-466f-a5c6-963bb2ec3dac,TCGA-DD-AAE7-01Z-00-DX1.B05AE94A-391A-47C9-A95D-C2DE1ACDE442.svs,0 | |
| 48d33449-b969-423a-b4e7-541809109617,TCGA-DD-A39W-01Z-00-DX1.6AFE5FC4-A00C-4818-9963-3B3A08CA5D29.svs,0 | |
| 5449c232-56f1-4e03-9421-aba3ae180107,TCGA-DD-A73B-01Z-00-DX1.11B9A0BD-56CF-48C7-AC39-ABC5D22F0D94.svs,0 | |
| 491a3734-dcb8-4779-b098-0b5567f13f87,TCGA-WQ-A9G7-01Z-00-DX1.45C6F0D2-3477-410A-B0E7-FF6B2069E7A1.svs,0 | |
| 5449c232-56f1-4e03-9421-aba3ae180107,TCGA-DD-A73B-01Z-00-DX2.F113B65F-8273-4469-87CF-C0CF5637D530.svs,0 | |
| 56403463-1727-4c23-a709-de5f168c4073,TCGA-ED-A459-01Z-00-DX1.A77E9327-2BD2-48EA-9C9C-79CC360E19A6.svs,0 | |
| 56abd1c1-8f22-4856-8b0a-73d7e092bdb3,TCGA-DD-AA3A-01Z-00-DX1.5824BEE6-2E87-42F7-929B-AFD9C4CA2284.svs,0 | |
| 60fcd491-0170-46c0-ab14-d71f88267a14,TCGA-5C-A9VH-01Z-00-DX1.18769042-494B-4C71-9CF9-6A787844A5AA.svs,0 | |
| 5d259f26-3bef-4fe4-948b-495183f5f8be,TCGA-G3-AAV7-01Z-00-DX1.111A52E5-5FBA-4340-9246-FEFA8BC71CCF.svs,0 | |
| 614c0ecf-6a84-4c86-8706-79be5bb00991,TCGA-DD-A3A7-01Z-00-DX1.06874442-70F2-4A3D-BF0D-BD8DC1F13A75.svs,0 | |
| 5e2a99a1-41c1-49ca-97d6-69f9b9938d24,TCGA-CC-A9FU-01Z-00-DX1.DC790527-1973-4609-AB9A-271246B36918.svs,0 | |
| 6d2e8bc2-ca86-41c1-ae49-289e20fce758,TCGA-DD-AACB-01Z-00-DX1.D4A7846E-8B38-4FBA-BAB3-BDAF2EC84E9E.svs,0 | |
| 61902cb6-b041-48ac-aacc-483a28949865,TCGA-CC-5264-01Z-00-DX1.11E7D28A-D9CD-4CDF-898C-7CA6C6940A4A.svs,0 | |
| 69d6881b-9e9a-407b-8b02-bad5fc2455bf,TCGA-DD-A3A8-01Z-00-DX1.94F0BAEE-80BC-4B2D-AA75-63EE77100A7E.svs,0 | |
| 6a93206a-c25c-4e45-b0ba-0a21bd8253b6,TCGA-CC-5258-01Z-00-DX1.5183124B-973C-4583-B9E0-FB7015E2DC1B.svs,0 | |
| 45f00f00-d793-4dca-aeb9-7626d4575c90,TCGA-GJ-A9DB-01Z-00-DX1.50694A1D-1AC4-46BF-B89A-C3825B79A55A.svs,0 | |
| 6e657705-8579-433b-af7a-b6155b599518,TCGA-G3-AAV0-01Z-00-DX1.A91961B7-CCAB-4DD1-BEAC-47E9827D2C34.svs,0 | |
| 518aa9cc-71cf-4734-9d55-b435da99d300,TCGA-DD-A4NI-01Z-00-DX2.B64DFCB6-8417-4EEF-ACB9-3CAB61D6C50D.svs,0 | |
| 485d283a-552c-485a-84fb-3abdb98dc797,TCGA-DD-AADQ-01Z-00-DX1.17B7638D-F418-4486-9BB9-B708F1BC52C9.svs,0 | |
| 7a6162a4-1166-4310-84cd-ffc2b06f124c,TCGA-5C-AAPD-01Z-00-DX1.D64255FC-83A4-497E-AAFC-D8E92966D30A.svs,0 | |
| 75f43fca-200a-48b0-bb67-0693d7b91119,TCGA-BC-A3KG-01Z-00-DX1.FC63E3C7-C7AF-45F0-8DD4-7968B8425C09.svs,0 | |
| 527d2bc3-7fdd-4b08-839d-67e2f246db04,TCGA-DD-AAED-01Z-00-DX1.397DEAF9-2DE5-402E-B0E8-7A01ADF460C7.svs,0 | |
| 71681db9-fa90-4fe1-a497-67d501eb75f0,TCGA-EP-A2KC-01Z-00-DX1.A0D71E19-4C44-495E-8FDB-B12915212875.svs,0 | |
| cf028bce-d20d-42b8-8507-1ec94a391e85,TCGA-BC-A110-01Z-00-DX1.E46C2B24-A159-4970-82B8-8F6CD60FDFB0.svs,0 | |
| a25a714e-c142-482b-91c8-4fea763e0254,TCGA-2Y-A9HA-01Z-00-DX1.207BE113-34E5-4C03-BE26-96E6CFDA9D9B.svs,0 | |
| cbb89556-d783-4e70-8db4-ef53e9a45922,TCGA-ZP-A9D2-01Z-00-DX1.2C34922F-2CC1-46DE-B98B-24FA96351803.svs,0 | |
| 10179efc-a091-4119-8ec2-30db6269d674,TCGA-UB-A7MA-01Z-00-DX1.13804B83-8203-4A32-B8DE-5D1823EEC027.svs,0 | |
| 11f69d9f-a67d-41fa-95a9-baa194b3fcfb,TCGA-DD-AAVZ-01Z-00-DX1.8C021D9A-1613-41C4-86CD-5E16402FFB49.svs,0 | |
| 4fd3ed02-7b66-47bf-8b92-31fee1093a87,TCGA-K7-A5RG-01Z-00-DX1.D8137CB8-34DC-41C0-AE4B-BD3C1E8E9743.svs,0 | |
| 0d0a10b4-7b99-4043-a129-89844f258156,TCGA-DD-A39X-01Z-00-DX2.AFC0C74E-529E-4B33-961C-C96AE16C9CFB.svs,0 | |
| 3ea084c5-3783-4fde-b341-5914d2edb977,TCGA-DD-AACT-01Z-00-DX1.F9E5C035-69A2-475C-861B-6C810D9BBCE3.svs,0 | |
| d5471a2b-f14c-44de-9142-5a5fb07b6fc2,TCGA-WQ-AB4B-01Z-00-DX1.00FF0306-D181-4B4F-A1FD-EFF8302ADF95.svs,0 | |
| 8c2783ef-aa41-44c9-be87-fa4c84108f1e,TCGA-LG-A9QC-01Z-00-DX1.7475A364-8CC0-49E9-8B26-EBD1789CAF70.svs,0 | |
| 8574d285-e02a-4d2b-931b-73556a9fda02,TCGA-MR-A8JO-01Z-00-DX1.FB4668E2-B5EA-402F-AB15-8C22C724E002.svs,0 | |
| 23103931-cc29-4f89-ae9c-79d53401ecea,TCGA-BC-A10U-01Z-00-DX1.6EF0CB11-CB54-4469-B5C8-2C21B733A138.svs,0 | |
| 07dd49fc-8a76-41e8-9eb3-107336f68701,TCGA-BC-A3KF-01Z-00-DX1.F3B071B2-8C62-4867-8F60-6E207BE1EDF4.svs,0 | |
| 08cbbb39-d05a-48b0-a966-5212c5923c8b,TCGA-RG-A7D4-01Z-00-DX1.B0C04199-EBD0-4E2A-AA37-F2D133A2C02D.svs,1 | |
| 4db9de75-9297-46e5-acc5-9275f52a642a,TCGA-XR-A8TC-01Z-00-DX1.A77897C4-B208-445E-968D-4EADE6D50BC4.svs,0 | |
| 0bf5bbd4-d9e8-42a6-9ab5-f2c174dec12c,TCGA-BC-A10R-01Z-00-DX1.6A5135A9-04DB-42B5-AD16-5DC224CCAA2B.svs,0 | |
| 0f34d654-8984-4b8b-b345-67066d611513,TCGA-DD-AACQ-01Z-00-DX1.4C609D72-77F6-416E-AC21-40FD85E83D7A.svs,0 | |
| 1c1e8987-676f-417b-b3b4-e0321367df55,TCGA-DD-A1EF-01Z-00-DX1.B5029658-F57D-4CD3-BC4D-D7BA5EB33DFB.svs,0 | |
| 239b4298-b090-480a-a19f-9758a827aa30,TCGA-G3-A25Y-01Z-00-DX1.C6BF2202-9030-4460-B0F5-E846C8A44C1E.svs,0 | |
| 2f3d22ad-6917-4189-89d9-2a06c2d2de0a,TCGA-G3-A25Z-01Z-00-DX1.3BD92D82-195F-41EF-AFA2-B9BF61A0552E.svs,1 | |
| 24b66729-242b-4771-819d-77c9a1fcbb10,TCGA-DD-AAD8-01Z-00-DX1.7D3A7FA8-A5FE-49C4-9C45-4F4775278937.svs,0 | |
| 31c7d56b-4af7-4fdb-ba83-63bf615fcc3d,TCGA-DD-AAW1-01Z-00-DX1.60B3D3BB-18B3-4C01-B750-76BFCB1816D6.svs,1 | |
| 396ef7c2-343e-4d5c-9b20-adc0a52c1978,TCGA-ZP-A9D0-01Z-00-DX1.D79FA64E-DA46-4FC4-B1E4-CFBC6A56BFBF.svs,0 | |
| 3acf7438-fd65-442c-8a30-68b6714537f3,TCGA-DD-A1EI-01Z-00-DX1.17B89079-68F9-43FD-AFEF-499F39248DA7.svs,0 | |
| 34303cdd-c31c-4b95-9965-2a5513dc322d,TCGA-ED-A66Y-01Z-00-DX1.862F9BC8-30B7-4A6B-91C3-9548D5C45910.svs,0 | |
| 3dd7c93d-8194-44ee-8014-10dd81ef6441,TCGA-FV-A3R3-01Z-00-DX1.29EDF32A-C679-427B-8A04-A601A6E92BE2.svs,0 | |
| 564b4f4d-3c18-40d5-9d95-916774df600c,TCGA-DD-AAW3-01Z-00-DX1.A1804EF9-E7AE-4D04-969F-DE0D2AC55916.svs,0 | |
| 4bbdbe77-f3cb-4b64-9826-72debb734784,TCGA-BC-A216-01Z-00-DX1.6B5FFDF4-3E96-4B6A-8E1E-F4567CA04FCE.svs,0 | |
| 5b32d3f4-9b88-42de-aaac-22d1d2f5cde0,TCGA-CC-A8HV-01Z-00-DX1.28E50E5D-B742-4FFC-A52F-900F907FBADA.svs,0 | |
| 609c82fd-eb3a-46d7-8c09-0cde281a50b3,TCGA-DD-A11A-01Z-00-DX1.C3B8B35E-EA9B-4FC9-BB12-B5DEEA9C42EB.svs,0 | |
| 5c9a21a3-d471-401a-9568-59dc84245d28,TCGA-BC-4072-01Z-00-DX1.8D27B669-CD01-4018-828E-1B87AA1649B5.svs,0 | |
| 66c6f413-b7a8-4d7c-9e1d-c4fb257b9e5c,TCGA-DD-A119-01Z-00-DX1.3FB0547B-D84A-4103-8238-4BF504429371.svs,0 | |
| 613ddb95-14d7-4941-b374-fb5cd344d1bb,TCGA-CC-A3MA-01Z-00-DX1.96F9CA78-2690-4FAF-859A-D3D9CCBA98F1.svs,0 | |
| 67a00f5f-c753-48f9-bc24-8287f50ec776,TCGA-DD-AACW-01Z-00-DX1.F0C8F75B-22C5-4811-BF2E-87BD69C279A8.svs,0 | |
| 62c02da8-e4b4-4294-9923-8992d187fc7b,TCGA-DD-AADM-01Z-00-DX1.30B60444-4EC3-4E81-B9F0-2FE65307BA2E.svs,0 | |
| 635aad0b-9c47-4564-821f-c00ddb280d53,TCGA-DD-AACF-01Z-00-DX1.BD96578C-CE52-4FFB-A320-00A2C6C1596B.svs,0 | |
| 6dcfc418-ab28-4365-95ea-c1ae254f2341,TCGA-BC-A217-01Z-00-DX1.E15D9B32-F809-40D8-846B-2334447B80C0.svs,0 | |
| 52292ffc-0902-4d97-b461-20723987a177,TCGA-DD-A1EJ-01Z-00-DX1.1324C4D5-669E-4168-9F93-01480E2367F3.svs,0 | |
| 714a6878-ed2a-47f3-9755-b705ac144d68,TCGA-RC-A7SF-01Z-00-DX1.F37E60B9-A340-4758-BE3C-C4675F6F5671.svs,0 | |
| 5436fafb-bc16-4450-ac8b-568e1e5ee5fe,TCGA-WX-AA44-01Z-00-DX1.D84D45E0-A55B-4220-BD44-E0185D690FDF.svs,0 | |
| 79f9331c-9e00-4277-a9d1-7c848e132134,TCGA-DD-A73C-01Z-00-DX2.616264EE-93CE-4E2F-A4DA-1CD3663A4F3C.svs,0 | |
| 79f9331c-9e00-4277-a9d1-7c848e132134,TCGA-DD-A73C-01Z-00-DX1.B31DD97B-0C66-4404-9521-4CE5661CA0C4.svs,0 | |
| 877b9f6b-9b34-40ed-933f-8fef204edf21,TCGA-DD-A3A1-01Z-00-DX1.B836DA77-CAB4-4991-91A6-A1D46C7C1E99.svs,0 | |
| 97472e71-66eb-434b-81b0-d727765f44cb,TCGA-DD-AADI-01Z-00-DX1.99CC6437-F10A-4C90-BDCE-7CE200A4275F.svs,0 | |
| 959918d7-cb84-4745-a72f-d138176b1ecb,TCGA-EP-A12J-01Z-00-DX2.C4D300ED-6AE2-4C9E-8674-BBBE40913330.svs,0 | |
| 959918d7-cb84-4745-a72f-d138176b1ecb,TCGA-EP-A12J-01Z-00-DX1.25DF2F77-805D-443F-AF69-664F5F45A462.svs,0 | |
| a4af0084-edd4-4dcd-8975-4a59ee5da64c,TCGA-ED-A627-01Z-00-DX1.B3E203DC-0ECB-4819-A9CF-6670FE3753BC.svs,0 | |
| 95b97198-1a1b-4f01-90f3-6c66638371d1,TCGA-2Y-A9GS-01Z-00-DX1.75C5CEF1-6C8B-42FF-82F6-9A05621E9A80.svs,0 | |
| a6c0def6-7649-485a-a679-50dafb5eade5,TCGA-MI-A75C-01Z-00-DX1.468BA4AC-A7CB-499C-B98D-C1BEF4AA8867.svs,0 | |
| a61f823b-9164-4bd6-92f4-0a8d8ff0f55e,TCGA-DD-AAE6-01Z-00-DX1.A8DE9B19-8C85-47AE-A32A-38AB6F696CE3.svs,0 | |
| a62f065e-7491-493a-87b3-d213cd87091d,TCGA-RC-A6M6-01Z-00-DX1.02120025-8890-45C8-AD77-5E8C4711BC70.svs,0 | |
| ae99d9fd-1735-4217-b4ef-33b377fbd594,TCGA-DD-A3A0-01Z-00-DX1.F5B93743-1D58-483C-9EF4-6F3FE06D0A0C.svs,0 | |
| a6af3061-1484-4f6c-bb4b-c8f4626b4161,TCGA-CC-5263-01Z-00-DX1.9CB478BC-3470-4930-976B-0419B180D57F.svs,0 | |
| acfd58eb-c546-49c3-a846-684f22428219,TCGA-RC-A7SK-01Z-00-DX1.CFA752EE-2F7E-4185-ACCE-AFC394FEF5EC.svs,0 | |
| aeb17d2b-fa8c-4989-bf3a-d2c74b785455,TCGA-DD-A113-01Z-00-DX2.E4CE9495-B15C-41B8-862A-C30383CCD3A6.svs,0 | |
| ae8d4b34-d40a-482d-9d45-23242843df00,TCGA-UB-AA0U-01Z-00-DX1.FB596ABD-A3B0-4EC8-B154-D751C7BFE0CE.svs,0 | |
| b6c0266a-cf34-464a-808d-1d3c28dc90f2,TCGA-DD-A73A-01Z-00-DX1.6B409977-53A6-4DD9-9763-2094E5B83942.svs,0 | |
| b75ca9e4-a474-4960-9343-c8e9524cd096,TCGA-ED-A66X-01Z-00-DX1.281B3FB5-0088-4D8C-9CC2-4F59F21DA6A6.svs,0 | |
| b181b591-269c-4e48-b681-243d28772025,TCGA-2Y-A9HB-01Z-00-DX1.ECF68E86-4D45-4545-A1D2-184D5ED38C3C.svs,0 | |
| b7d6621c-8bce-4a01-8588-9d7761d9372b,TCGA-EP-A26S-01Z-00-DX1.B7CE79B9-608C-419D-8E93-7856442F7C46.svs,0 | |
| bee9d6c8-948f-4b76-97ca-b985064249ef,TCGA-DD-A4NA-01Z-00-DX1.A193ECEA-57FB-4313-9D45-47509B1B502E.svs,0 | |
| b96b7620-5506-4def-aff2-5e888eaf3ea5,TCGA-DD-A4NN-01Z-00-DX1.B73D4671-5413-478E-951D-731EBC75659F.svs,0 | |
| c36f9ffe-515b-4895-b82a-aadc49fe3016,TCGA-DD-AAVY-01Z-00-DX1.2EA5B700-35D7-49C6-AA0D-C45AF6DEE9C6.svs,0 | |
| ca8afb2c-be3d-41e8-8dbc-19fe7ab6154b,TCGA-CC-5260-01Z-00-DX1.48FDF3FB-5ABA-4456-84D7-564C94ACDD85.svs,0 | |
| be1240f0-34dc-4205-b152-c26f11d28462,TCGA-UB-A7ME-01Z-00-DX1.4850AD4C-0300-4900-A301-D699FBF2435B.svs,0 | |
| d1aa9c1a-d732-48c0-b669-8a14e0397344,TCGA-2Y-A9GV-01Z-00-DX1.524FA6DD-7C84-425C-A2B5-17690DF50A28.svs,0 | |
| d74ddbe2-5860-40b1-9bd8-99cc50f3392d,TCGA-G3-AAUZ-01Z-00-DX1.10727DCE-8E78-4B9D-93A0-76A1C4EB57EC.svs,0 | |
| d7cd045a-0be2-4b6d-aefd-5d75e57bc6f6,TCGA-DD-AACK-01Z-00-DX1.9B507BB8-18D5-419A-AEB4-5B71ECAECDAC.svs,0 | |
| e0863874-f7b8-49b6-a88b-5ae5f1ec2b15,TCGA-DD-A73E-01Z-00-DX1.E80B5E5D-BE89-4BD1-A4E3-EEA26027D6E0.svs,0 | |
| cebdafee-8ffd-4ee2-8dd1-9225e06623c2,TCGA-ED-A5KG-01Z-00-DX1.76622341-8248-4674-87B6-AEDAA3857D9B.svs,0 | |
| d680df09-368e-42b5-b540-45c41ed31042,TCGA-FV-A2QQ-01Z-00-DX1.69270284-202A-459E-BDAB-74C930A1A2B5.svs,0 | |
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