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,DSS_event,DSS_days,DSS | |
| 1f971af1-6772-4fe6-8d35-bbe527a037fe,TCGA-FF-8041-01Z-00-DX1.b9ba3fca-9adc-43d2-8439-7231a5be67a9.svs,0,1081.0,2 | |
| 45b0cf9f-a879-417f-8f39-7770552252c0,TCGA-GS-A9TQ-01Z-00-DX1.AC86A0E2-8FBA-4A3D-A1C8-BB403D9C93E8.svs,0,982.0,2 | |
| 29aff186-c321-4ff9-b81b-105e27e620ff,TCGA-GS-A9TW-01Z-00-DX1.D38BD003-8DF1-4740-B83D-3426B00EF686.svs,0,1617.0,3 | |
| 5eff68ff-f6c3-40c9-9fc8-00e684a7b712,TCGA-GR-A4D9-01Z-00-DX1.443D848D-2F3A-461D-8990-2C823D783B0A.svs,0,1739.0,3 | |
| 69f23725-adca-48ac-9b33-80a7aae24cfe,TCGA-FA-A6HO-01Z-00-DX1.9E6256E7-5C4A-4D57-9810-8F52D3826BC7.svs,0,749.0,1 | |
| c8cde9ea-89e9-4ee8-8a46-417a48f6d3ab,TCGA-FF-8061-01Z-00-DX1.c48e8418-275d-403d-b645-71eac3fb5c2d.svs,0,832.0,1 | |
| 67325322-483f-443f-9ffa-2a20d108a2fb,TCGA-FF-8046-01Z-00-DX1.074ee1a6-9809-450d-bf4e-42230ce9ef70.svs,0,751.0,1 | |
| c3d662ee-48d0-454a-bb0c-77d3338d3747,TCGA-GR-7353-01Z-00-DX1.98554629-7e97-41ea-9fef-13e7b88f4ecc.svs,0,2983.0,3 | |
| a6923479-4e68-4ea8-87ed-e9642b9d43d5,TCGA-VB-A8QN-01Z-00-DX1.7A114AF2-E4D0-4761-A22A-64D62F5C89CB.svs,0,0.0,0 | |
| 0e9fcccc-0630-408d-a121-2c6413824cb7,TCGA-FF-8062-01Z-00-DX1.834a90d5-cf7b-471a-95f1-9a02477bed7e.svs,0,679.0,1 | |
| f0a326d2-1f3e-4a5d-bca8-32aaccc52338,TCGA-FF-8042-01Z-00-DX1.bf80d981-9209-4933-8f80-e9e689971999.svs,0,946.0,1 | |
| f855dad1-6ffc-493e-ba6c-970874bc9210,TCGA-GR-A4D5-01Z-00-DX1.D80C72B3-C80D-47E4-AF4B-44AB5F1AD8C5.svs,0,1299.0,2 | |
| f8cf647b-1447-4ac3-8c43-bef07765cabf,TCGA-G8-6326-01Z-00-DX1.0cbf64a5-7322-4ce4-b8e6-545e5ef1e3cc.svs,0,2131.0,3 | |
| 1ea575f1-f731-408b-a629-f5f4abab569e,TCGA-GS-A9TU-01Z-00-DX1.F10984B9-F06A-4729-B668-A5C184EE6D28.svs,0,3897.0,3 | |
| 3f5a897d-1eaa-4d4c-8324-27ac07c90927,TCGA-G8-6906-01Z-00-DX1.61bfad6c-4e24-414f-9bcf-18ce30d6a75e.svs,0,6425.0,3 | |
| 6e9437f0-a4ed-475c-ab0e-bf1431c70a90,TCGA-GS-A9TY-01Z-00-DX1.A04FA83C-736C-4C55-91F2-B1CD892178A6.svs,0,3333.0,3 | |
| 4dd86ebd-ef16-4b2b-9ea0-5d1d7afef257,TCGA-RQ-AAAT-01Z-00-DX1.E6B3D983-E4A3-4E5F-B571-376C18A36F45.svs,0,17.0,0 | |
| 7a589441-11ef-4158-87e7-3951d86bc2aa,TCGA-GR-7351-01Z-00-DX1.8e04901a-4f59-449e-a992-dc2966906035.svs,0,4578.0,3 | |
| 0bf573ac-cd1e-42d8-90cf-b30d7b08679c,TCGA-FA-A6HN-01Z-00-DX1.2406492D-4D38-436A-8896-A2A7F44F87AD.svs,0,58.0,0 | |
| 58e66976-4507-4552-ac53-83a49a142dde,TCGA-GS-A9TX-01Z-00-DX1.5A1B7A1F-76EE-4E63-92C1-44AD0523F37B.svs,0,1373.0,2 | |
| 0e251c03-bf86-4ed8-b45d-3cbc97160502,TCGA-GS-A9U4-01Z-00-DX1.E8F03678-760A-4956-A829-708C6F6B968B.svs,1,391.0,4 | |
| 31bbad4e-3789-42ec-9faa-1cb86970f723,TCGA-G8-6907-01Z-00-DX1.71ada905-9b5b-4757-8dfd-584a79d56ccc.svs,1,595.0,5 | |
| ed746cb9-0f2f-48ce-923a-3a9f9f00b331,TCGA-FA-A7DS-01Z-00-DX1.62649098-BD0B-40F6-9629-3A53C507811A.svs,0,719.0,1 | |
| d7df78b5-24f1-4ff4-bd9b-f0e6bec8289a,TCGA-GR-A4D4-01Z-00-DX1.CE57E44B-E1BB-4269-9B81-5BFA55248883.svs,0,1581.0,2 | |
| dc87a809-95de-4eb7-a1c2-2650475f2d7e,TCGA-RQ-A6JB-01Z-00-DX1.13EB389B-B463-4722-A074-5E9002B327C1.svs,0,1.0,0 | |
| eda9496e-be80-4a13-bf06-89f0cc9e937f,TCGA-GS-A9TZ-01Z-00-DX1.75FFC0BE-5C16-4AFC-BC7D-42D047636DBC.svs,0,765.0,1 | |
| e56e4d9c-052e-4ec6-a81b-dbd53e9c8ffe,TCGA-FM-8000-01Z-00-DX1.c8307f0d-6f7f-4f4c-bd71-4c4a3da528d4.svs,0,972.0,2 | |
| e6365b38-bc44-400c-b4aa-18ce8ff5bfce,TCGA-FA-A82F-01Z-00-DX1.6D1B9A0A-FAA1-4E4D-9280-3D87F9929972.svs,0,427.0,0 | |
| 25ff86af-beb4-480c-b706-f3fe0306f7cf,TCGA-RQ-A68N-01Z-00-DX1.5F93A566-8CDF-44E1-B402-45350674992B.svs,0,788.0,1 | |
| 0030a28c-81aa-44b0-8be0-b35e1dcbf98c,TCGA-FA-A7Q1-01Z-00-DX1.99220CAA-6160-48FA-AA65-94705EA46773.svs,0,248.0,0 | |
| a43e5f0e-a21f-48d8-97e0-084d413680b7,TCGA-FA-8693-01Z-00-DX1.7bef9346-e85d-44c2-aa85-1f5faca9f97e.svs,0,132.0,0 | |
| a468e725-ad4b-411d-ac5c-2eacc68ec580,TCGA-G8-6909-01Z-00-DX1.f38a05fd-179e-40ae-9fa2-337e09235691.svs,0,3553.0,3 | |
| a5b188f0-a6d3-4d4a-b04f-36d47ec05338,TCGA-FA-A4XK-01Z-00-DX1.650FD75C-6486-4593-812A-B3CB2B5316C0.svs,0,708.0,1 | |
| c85f340e-584b-4f3b-b6a5-540491fc8ad2,TCGA-GS-A9TV-01Z-00-DX1.FD6E85B5-1F95-47DA-84CE-C7B888D29D26.svs,0,730.0,1 | |
| a8e2df1e-4042-42af-9231-3a00e83489f0,TCGA-FF-8043-01Z-00-DX1.f3a8c298-f59e-469a-93f0-3221101771ce.svs,0,965.0,2 | |
| f978cb0f-d319-4c01-b4c5-23ae1403a106,TCGA-FF-8047-01Z-00-DX1.75aa745c-bbe3-4869-a37b-c18ee50c14d5.svs,0,126.0,0 | |
| c1c06604-5ae2-4a53-b9c0-eb210d38e3f0,TCGA-GR-A4D6-01Z-00-DX1.5C79ED21-5689-45C5-8E08-2EF67056F7CA.svs,0,1334.0,2 | |
| 1843c82e-7a35-474f-9f79-c0a9af9aa09c,TCGA-FA-A4BB-01Z-00-DX1.2BF28C5E-B2BE-4C0A-A369-BDE825EF32AD.svs,0,132.0,0 | |
| 3622cf29-600f-4410-84d4-a9afeb41c475,TCGA-G8-6914-01Z-00-DX1.910a33a3-3c27-4368-a223-d15a5e024c5a.svs,0,5980.0,3 | |
| ea54dbad-1b23-41cc-9378-d4002a8fca51,TCGA-G8-6325-01Z-00-DX1.973b0dd6-d701-4224-9395-eab9603488ce.svs,0,1581.0,2 | |
| 33365d22-cb83-4d8e-a2d1-06b675f75f6e,TCGA-GS-A9TT-01Z-00-DX1.630224CC-8145-496E-8F9B-C6805C774FCB.svs,0,1163.0,2 | |
| fdecb74f-ac4e-46b1-b23a-5f7fde96ef9f,TCGA-GS-A9U3-01Z-00-DX1.2A338F39-0486-45EF-B829-19360F2E2FC9.svs,0,3394.0,3 | |
| 6a21c948-cd85-4150-8c01-83017d7dc1ed,TCGA-G8-6324-01Z-00-DX1.30727896-3e02-44c8-a7b2-745f70c441ed.svs,1,1252.0,6 | |
| b56bdbdb-43af-4a03-a072-54dd22d7550c,TCGA-FA-A86F-01Z-00-DX1.EE36DC3F-7539-41E8-ADF6-6BA0FB0F47C4.svs,0,553.0,0 | |