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 | |
| 4a31c620-5c6e-44ae-b7f0-0553c4b7eb33,TCGA-NA-A4QW-01Z-00-DX1.37801BA0-624E-47FB-99ED-219D4F22E36C.svs,0,2457.0,3 | |
| 4daeefc3-0e2e-4537-8e13-af9717b3ce29,TCGA-N5-A4RS-01Z-00-DX1.0BE07A3E-C1FB-417C-ADEB-C7CF9DED65CD.svs,1,427.0,4 | |
| 75a43851-8fa0-4259-b843-88dc6fbce270,TCGA-N6-A4V9-01Z-00-DX1.5E294AB9-44B9-4207-B8D5-41D8C5BF3326.svs,0,979.0,2 | |
| 76b0106c-a4d2-4b29-bef4-fe03a25b5d21,TCGA-N9-A4PZ-01Z-00-DX1.279251BB-086C-419F-87D6-032F1EA34102.svs,1,487.0,5 | |
| 3428aa0a-127d-492a-bf4a-ee82563d3701,TCGA-NA-A5I1-01Z-00-DX1.1B9A17E8-9BCB-4C81-94F8-B4592615664D.svs,1,2553.0,7 | |
| 276dd6d1-a5ad-4b64-8536-916584805091,TCGA-NF-A4X2-01Z-00-DX1.B09588B4-FBD3-4CED-9E88-6D018F0B5098.svs,0,81.0,0 | |
| 3af5b391-e72f-463d-a086-a86c6c30a51a,TCGA-N5-A4RV-01Z-00-DX1.96D6BADC-B0A0-473C-9D7A-8458789C16B8.svs,0,2042.0,3 | |
| 6385194a-d75b-4bd3-9e70-9aa36250d5b9,TCGA-ND-A4WC-01Z-00-DX2.4677B271-CD27-44A3-9BC0-C604FDF2B779.svs,0,766.0,1 | |
| 6385194a-d75b-4bd3-9e70-9aa36250d5b9,TCGA-ND-A4WC-01Z-00-DX1.A81AB325-119A-4946-8F26-40D9444A6427.svs,0,766.0,1 | |
| 9f15bf13-11d2-400f-b6f9-c8be0a57c763,TCGA-N9-A4Q7-01Z-00-DX1.1CFC484F-0B47-4767-9F38-17B174B022AC.svs,0,604.0,1 | |
| 76e4538f-3383-46b0-884d-978d031ee182,TCGA-ND-A4WA-01Z-00-DX3.A4F9ADC0-021F-4579-8CF7-7EFFA49CCA4C.svs,0,714.0,1 | |
| 76e4538f-3383-46b0-884d-978d031ee182,TCGA-ND-A4WA-01Z-00-DX4.CDED0DCF-D49E-472E-AE55-9467013B3CFF.svs,0,714.0,1 | |
| 158fd4c2-68dc-4ca4-8130-d5589c80d825,TCGA-N5-A59F-01Z-00-DX1.9DA5BE76-078C-44F9-B562-0CF5BF8AEB9D.svs,1,274.0,4 | |
| 82c37e7c-0899-497e-9753-84da21f8e0fe,TCGA-NG-A4VW-01Z-00-DX2.F21D5CCC-A5FE-4972-AAFC-32966AB658DC.svs,1,937.0,6 | |
| 82c37e7c-0899-497e-9753-84da21f8e0fe,TCGA-NG-A4VW-01Z-00-DX1.93289E3C-F0AE-4192-A8C7-6AFDCE9E8ADB.svs,1,937.0,6 | |
| 8b7c42cd-fc2a-4023-843e-a411821f94ff,TCGA-N8-A4PN-01Z-00-DX2.5E54DCF8-7D21-4A35-B8DF-2AFA88424478.svs,0,812.0,2 | |
| 8b7c42cd-fc2a-4023-843e-a411821f94ff,TCGA-N8-A4PN-01Z-00-DX3.910926E1-09EF-47F0-99CA-C5EEEFB18866.svs,0,812.0,2 | |
| 8def73e4-83a5-4998-8f6e-f71f21c946ac,TCGA-QN-A5NN-01Z-00-DX2.0FE8A3DA-ABAD-4517-9D4E-E64E927C50F4.svs,0,0.0,0 | |
| cdde118f-4673-4e7e-b965-1f9fe007050d,TCGA-NA-A4QV-01Z-00-DX1.F4B25213-F920-46F6-8263-48DBF15C0527.svs,0,4269.0,3 | |
| f2cc142b-9fc0-44d9-9ae3-558b4eace375,TCGA-NF-A4WU-01Z-00-DX1.C50C3F98-470B-41E5-AC20-644EA8B42E22.svs,0,298.0,0 | |
| ee6083aa-9453-44ff-8cc5-79b71fea289d,TCGA-N5-A4RF-01Z-00-DX1.E91A00EF-9CD5-41D6-8EF6-D8C147E080D8.svs,0,1806.0,2 | |
| eec002c4-7602-4179-8eb3-2b0508d5ee1c,TCGA-N8-A4PM-01Z-00-DX1.9C154E50-6D39-4BC9-9CB0-A347E71969C2.svs,1,524.0,5 | |
| 1791e250-70ac-439c-828b-15ba811935cc,TCGA-N5-A4RT-01Z-00-DX2.48015BD4-1202-443B-96C8-934A9C77309D.svs,0,2485.0,3 | |
| 1791e250-70ac-439c-828b-15ba811935cc,TCGA-N5-A4RT-01Z-00-DX1.D8442398-1D66-4439-8F24-A5833EB46F72.svs,0,2485.0,3 | |
| 6385194a-d75b-4bd3-9e70-9aa36250d5b9,TCGA-ND-A4WC-01Z-00-DX3.C9E15FCA-65BA-4F46-B9FF-320C021FE76C.svs,0,766.0,1 | |
| 3428aa0a-127d-492a-bf4a-ee82563d3701,TCGA-NA-A5I1-01Z-00-DX2.C1292DF7-FB78-4869-B4CA-AF5C1D65628A.svs,1,2553.0,7 | |
| 51f6692d-a05b-474b-ba99-637c8bc49b30,TCGA-N8-A4PQ-01Z-00-DX1.ADA7FB4A-BE7D-4638-8C67-6078B3B6E431.svs,0,572.0,1 | |
| 83059a0f-4de9-454c-8e51-9265ab5f3558,TCGA-N9-A4Q3-01Z-00-DX3.69E43341-B4D7-4B99-A280-01CEE9C51DAC.svs,1,735.0,5 | |
| a1206473-cf9d-4bca-97c9-67f35817b806,TCGA-N9-A4Q1-01Z-00-DX1.7B37F0FE-8EB9-464D-8645-417BF8470967.svs,1,1839.0,7 | |
| 200f77a5-803c-4891-980b-5c3b08c91254,TCGA-N7-A59B-01Z-00-DX1.D8BE1C60-BBB1-4A6C-8EB3-1453D29EAC42.svs,0,827.0,2 | |
| 37c77a51-efce-46bd-ab8c-93e17c04c6ac,TCGA-N5-A4RU-01Z-00-DX1.BEDD8FC8-AA33-42A5-A8BB-3B2E078D74B4.svs,1,253.0,4 | |
| 76e4538f-3383-46b0-884d-978d031ee182,TCGA-ND-A4WA-01Z-00-DX2.071A8B48-72E2-4872-AB73-47B5F5F76440.svs,0,714.0,1 | |
| 76e4538f-3383-46b0-884d-978d031ee182,TCGA-ND-A4WA-01Z-00-DX1.747FD9FF-B6FF-4108-8EFC-BC8898E4FAA5.svs,0,714.0,1 | |
| 158fd4c2-68dc-4ca4-8130-d5589c80d825,TCGA-N5-A59F-01Z-00-DX2.DE0D67D3-439E-401D-81CA-8D25FA8A3466.svs,1,274.0,4 | |
| 83059a0f-4de9-454c-8e51-9265ab5f3558,TCGA-N9-A4Q3-01Z-00-DX2.584DDA2B-B267-4484-AC8C-B1853E7C6DF0.svs,1,735.0,5 | |
| 8b7c42cd-fc2a-4023-843e-a411821f94ff,TCGA-N8-A4PN-01Z-00-DX4.4E5C6562-85D0-45E3-AD6A-3C129A18B3E8.svs,0,812.0,2 | |
| 83059a0f-4de9-454c-8e51-9265ab5f3558,TCGA-N9-A4Q3-01Z-00-DX1.B9E5BC01-25DD-4725-9B10-811A636E2402.svs,1,735.0,5 | |
| 6e22b287-5b45-4f5f-a825-b200aa6943e6,TCGA-N9-A4Q8-01Z-00-DX1.6D35B9F6-B56C-4CEF-A897-1B68928C7362.svs,1,215.0,4 | |
| 8b7c42cd-fc2a-4023-843e-a411821f94ff,TCGA-N8-A4PN-01Z-00-DX1.92336FBA-79D1-49F9-BC2A-7C7BF4147E07.svs,0,812.0,2 | |
| 8c113bc1-101b-405f-9eb1-8c9e8ebbe185,TCGA-N5-A4R8-01Z-00-DX1.1E2F2A7A-9807-404D-B563-5E9BF8530E1E.svs,0,3115.0,3 | |
| 8def73e4-83a5-4998-8f6e-f71f21c946ac,TCGA-QN-A5NN-01Z-00-DX3.15BBBDB5-B81A-46C8-934B-FF1AD2CF0A4F.svs,0,0.0,0 | |
| 8def73e4-83a5-4998-8f6e-f71f21c946ac,TCGA-QN-A5NN-01Z-00-DX1.FA7E8A3C-CA46-4F3B-843D-43E231A57E54.svs,0,0.0,0 | |
| 8def73e4-83a5-4998-8f6e-f71f21c946ac,TCGA-QN-A5NN-01Z-00-DX4.AB57D943-2A7C-46E8-AD24-94E36B9A836A.svs,0,0.0,0 | |
| ffedc8be-1056-4205-b9d9-99b5bdb872db,TCGA-N9-A4Q4-01Z-00-DX1.16E8D41B-34B2-4382-BA3E-2601FF91839C.svs,0,1089.0,2 | |