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,DFI_event,DFI_days,DFI | |
| fb632146-92c7-40d9-acc3-6dc4a2d499be,TCGA-AG-3611-01Z-00-DX1.c22e8af9-4211-46b4-b2aa-40b414025ae1.svs,0,424.0,0 | |
| cb005c69-7301-41ce-b534-c9751f1436c5,TCGA-AG-A002-01Z-00-DX1.C778D6F9-BCEF-4521-9E6D-3A940CFEB909.svs,0,638.0,1 | |
| 3f2ca278-c74a-4aa7-b029-189d9d0b510c,TCGA-AF-3914-01Z-00-DX1.d7bb7792-df51-498b-9d16-fc26e219249f.svs,1,846.0,6 | |
| 72802851-9340-4c5f-a90b-23b7afd7577a,TCGA-AG-4008-01Z-00-DX1.2bb4f9eb-8717-4170-98aa-6a28b4242994.svs,0,518.0,1 | |
| 17a8d208-fcf6-4480-945c-848d4234aafd,TCGA-AG-3600-01Z-00-DX1.1d506eeb-bb65-4688-bdb2-6ac101fc1dbe.svs,0,184.0,0 | |
| 10290e91-9784-4f94-8daa-b5d9a8b0efb9,TCGA-AG-3593-01Z-00-DX1.d3086414-77f4-483f-bac8-d7cb29a0689e.svs,0,1035.0,2 | |
| 17e286b7-7793-446d-b556-1108addb5ba2,TCGA-AF-3911-01Z-00-DX1.03cf3e2a-1306-4011-8d42-543efb5d1286.svs,1,695.0,6 | |
| 1e89c189-7c8a-44c9-9b0f-2f625a285003,TCGA-AH-6903-01Z-00-DX1.29f3feae-e757-4138-9f86-439fac247009.svs,0,592.0,1 | |
| 3f10de1e-c8ce-415e-b4e1-e50901686a2f,TCGA-DT-5265-01Z-00-DX1.563f09af-8bbe-45cd-9c6d-85a96255e67f.svs,0,384.0,0 | |
| 7a285463-76f4-447d-bb04-336bb5ec1009,TCGA-CL-5917-01Z-00-DX1.a2017752-58d7-4f69-ba0a-ff874dcf34a4.svs,0,2376.0,3 | |
| 811f3feb-a5a9-48b1-acda-fbb23fcbcf16,TCGA-AF-A56N-01Z-00-DX1.513ABBD0-9CF9-42EE-8C8C-039BAF96CFF0.svs,0,360.0,0 | |
| 769880ae-34d9-405e-8ea7-33ba47cf2dd2,TCGA-AG-3909-01Z-00-DX1.adb4e65f-e23f-409c-8886-bbdcaa52d1d4.svs,0,608.0,1 | |
| 8feb0e8f-d09b-437d-8651-0cdecfe776bf,TCGA-F5-6814-01Z-00-DX1.25b7eec3-80bc-43c2-9969-78f343c55bed.svs,0,1131.0,3 | |
| c7e09161-60d6-4dff-a840-7cec3bb7a30a,TCGA-AG-A00Y-01Z-00-DX1.E98EC504-95CA-4C34-924C-D40ADF323617.svs,1,123.0,4 | |
| ded3feb2-1079-4520-a7ca-f5b5fc73d7c5,TCGA-AG-3892-01Z-00-DX1.571113b6-fd2b-4397-97dd-0c7563d8e3c5.svs,0,396.0,0 | |
| ff004403-8cc5-43e6-bd1c-dde4eb1e6193,TCGA-AG-A00C-01Z-00-DX1.B0CCAC43-A39D-4C59-AFC6-003BF0958B45.svs,0,183.0,0 | |
| a46be4e1-260c-4ce9-8b0f-1326d90c697f,TCGA-BM-6198-01Z-00-DX1.8B67F38E-AF4C-4301-9EC5-0AB575F3E728.svs,0,646.0,2 | |
| 3f2ca278-c74a-4aa7-b029-189d9d0b510c,TCGA-AF-3914-01Z-00-DX2.493568CE-EAC1-400D-87E1-01A22F689D21.svs,1,846.0,6 | |
| a2b6246d-2b80-49c5-968b-694b4e8171dc,TCGA-AG-3591-01Z-00-DX1.C06D77F2-D55E-433E-A84D-41E6273C8C61.svs,0,1035.0,2 | |
| f2a8deb2-0e2c-4bbd-8fa1-99b7abb2f3aa,TCGA-AG-A036-01Z-00-DX1.8D306B77-755A-4FDC-BE9C-C407716FB142.svs,0,3562.0,3 | |
| 81dac02c-6e5f-4afe-9c90-12b5a4f26594,TCGA-AG-3609-01Z-00-DX1.6a698ad2-cc70-4c9d-b5d8-57c2cac3d86b.svs,0,608.0,1 | |
| 107cb92b-6231-4e7a-af05-1f5de5981947,TCGA-AH-6549-01Z-00-DX1.38ea40f7-4ebf-49cc-801b-4dcf3c50cc5e.svs,0,532.0,1 | |
| 3546a93b-b279-4615-9d5f-5baa787e487e,TCGA-F5-6864-01Z-00-DX1.95556dfa-18a9-4a59-a1f5-7983b8908e07.svs,0,379.0,0 | |
| 830fd359-abd4-4c99-89e4-2d6bb9ce5637,TCGA-AF-2691-01Z-00-DX1.e4e174e0-fa32-4b26-85bb-86b01b2f6bc4.svs,0,1309.0,3 | |
| add567b7-29ef-4122-8a54-57d36f735e78,TCGA-AG-3893-01Z-00-DX1.f6a292eb-14b8-4b3c-8f0c-013c5a33c851.svs,0,1065.0,3 | |
| ce2e0f1c-60ff-4f93-8bba-4f4d3ccac37c,TCGA-AF-6655-01Z-00-DX1.c7c5a2ca-1954-4c72-b99f-3b543566f325.svs,0,609.0,1 | |
| d7cb062c-898d-4452-8e87-57262162bafa,TCGA-F5-6465-01Z-00-DX1.e0c7afc7-1904-4dc4-8e8a-83b4290f445f.svs,0,1506.0,3 | |
| f9204a59-6877-4d06-a20e-fd7ab0859ed5,TCGA-AF-2687-01Z-00-DX1.bbcd88f6-11d5-4b57-9693-693124b2b7e7.svs,1,1267.0,7 | |
| d9121e5a-88f2-47a6-a0b1-25735c209e54,TCGA-AH-6644-01Z-00-DX1.382b842a-afd7-430b-8489-502c8ab88ee1.svs,0,838.0,2 | |
| e7503a51-6647-4cc2-80dd-645d0df4db43,TCGA-AG-A008-01Z-00-DX1.0FFD2A0D-346F-4732-A724-FB0038347C08.svs,0,424.0,0 | |
| c7162d11-4bdc-41cd-a964-46fc416829db,TCGA-AH-6547-01Z-00-DX1.73040c3e-8219-4d21-88f2-613218d32297.svs,0,76.0,0 | |
| 78499f63-fe28-4b99-9f0e-6002203c4596,TCGA-F5-6861-01Z-00-DX1.011B771B-F52E-412E-9352-1578349BEAF1.svs,0,1160.0,3 | |
| 85947797-54b8-44fb-910b-5cd689542994,TCGA-F5-6571-01Z-00-DX1.2de5bae1-22da-460a-bb94-c4f74d92300e.svs,1,122.0,4 | |
| 065b26fc-6827-44d5-83d8-1100c63fcda6,TCGA-AG-3894-01Z-00-DX1.8298d187-0f8f-44da-bc51-651a55de4b9e.svs,0,426.0,1 | |
| 856a490c-c6da-48fe-88b5-9fde0f481365,TCGA-AG-3728-01Z-00-DX1.998fff2e-fb3f-467d-9241-e5ae8f81e36b.svs,0,912.0,2 | |
| 182fe81e-9c96-4824-8a8a-28f7c498020f,TCGA-AH-6897-01Z-00-DX1.4c3605c1-7e05-40c2-bea6-1a9c642f856e.svs,0,804.0,2 | |
| a2e47568-eb43-4c89-ad7c-dfbaa2ba7e27,TCGA-CL-4957-01Z-00-DX1.95ade564-bef3-4e82-af52-7d3a0a15b75d.svs,0,425.0,1 | |
| f49a8e1e-d247-4c76-ac3b-ad8e5d6b8d18,TCGA-CL-5918-01Z-00-DX1.c3bac47e-2737-419a-ab97-5d3f923f8986.svs,0,218.0,0 | |
| e5e4aa9f-6015-4d62-a088-69920d7f2500,TCGA-AG-3885-01Z-00-DX1.85bc7cb5-ab71-4037-85fe-df76fea4e07f.svs,0,546.0,1 | |
| cc2a014b-fb3c-4839-a5fb-6c40e745df1b,TCGA-F5-6811-01Z-00-DX1.8959e075-c641-472e-88a4-0b6081f58ad9.svs,0,979.0,2 | |
| 1543c1da-bde4-41c1-a510-56b62db8cca8,TCGA-AG-3612-01Z-00-DX1.4d866e62-3135-4562-83e1-3629a5c2a744.svs,0,608.0,1 | |
| 644571e9-b8e6-42f3-a2e4-33bad0fac661,TCGA-DC-4745-01Z-00-DX1.f5aa77b0-aa9b-4f0c-a007-5d507daed69a.svs,0,639.0,1 | |
| 9084b672-8e65-4b7f-a256-32fd35aa8ab5,TCGA-AG-4022-01Z-00-DX1.72c82ee1-ceb4-4247-813a-157e80cb5ab7.svs,0,1400.0,3 | |
| bf65c2cd-8348-488f-8485-9196ba42d17e,TCGA-DC-4749-01Z-00-DX1.aba764f5-9c10-49d4-b908-154c0268e6b0.svs,0,762.0,2 | |
| a83923fd-276c-4526-9922-5ef741f551fd,TCGA-AG-3732-01Z-00-DX1.5EC57511-2B19-4005-BCA0-333C387C66E6.svs,0,1003.0,2 | |
| c8fd1040-82a2-4cda-ac49-c2f82b20cbab,TCGA-AF-A56L-01Z-00-DX1.984FBEF1-A46B-432D-A295-1275E60D09D8.svs,0,2007.0,3 | |
| bd0ddc1e-ba3b-4719-a2fa-776f0475dd8a,TCGA-AH-6643-01Z-00-DX1.054a48b8-a5f3-4c9b-bd2e-5d48c55d57af.svs,1,1026.0,6 | |
| e5d7bbd4-4f38-4a5a-9966-f44f8a15a10e,TCGA-F5-6812-01Z-00-DX1.47a702ae-cfc6-48ea-8ac0-f9ec194cfb6e.svs,0,1110.0,3 | |
| bd818ae4-b31a-4616-9303-b8aee56a848f,TCGA-AF-A56K-01Z-00-DX1.5870355A-679E-4E4C-8A00-B13C6F2A3FF2.svs,1,1217.0,7 | |