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)
File size: 11,933 Bytes
0fb6da7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 | case_id,filename,OS_event,OS_days,OS
fdd4adb8-9295-480a-9352-305b5eb51187,TCGA-25-2408-01Z-00-DX1.760F6B8D-A61E-4C87-B90D-82E1AF56C204.svs,1,943.0,6
fdf83fdf-dfbb-4306-9a1b-b4487d18b402,TCGA-23-1120-01Z-00-DX1.59367B12-17F1-41AA-A6FB-8D940365176A.svs,0,130.0,0
ef57bc45-858f-4d4e-8407-b7eadfa43be5,TCGA-23-2077-01Z-00-DX1.9EB664FA-CC13-4A49-89BA-8A4573CE48F1.svs,0,3525.0,3
9e18238f-ae85-4b75-ae87-d92da9731a40,TCGA-23-1023-01Z-00-DX1.0C96E118-A4D9-4A9A-B95E-C0AA114D2483.svs,0,1233.0,2
eef62876-7d17-496a-8971-2c7008d77014,TCGA-42-2587-01Z-00-DX1.7a887a16-a8bc-403b-ab71-a8b43e5613fc.svs,0,722.0,1
6264e699-d40b-4ebc-b443-0a0edcb220dc,TCGA-25-2396-01Z-00-DX1.3E755B49-EFC5-49B8-A381-0B06DAE56961.svs,1,92.0,4
b8023162-5e82-40e6-ad8c-8acf81821f01,TCGA-WR-A838-01Z-00-DX1.5FE22DE4-CEFB-45F6-9299-505023A8F3BA.svs,1,304.0,4
9bdbaccf-b43b-4ec3-8b9b-dff65215eb00,TCGA-25-1878-01Z-00-DX1.618F8128-41C4-411B-9B26-B490E066B30D.svs,1,2587.0,7
15f1a992-0724-4d76-a71a-702ac7753a41,TCGA-25-1870-01Z-00-DX1.780BB62D-71C1-4B21-A2F4-61AC4B0234EE.svs,1,455.0,5
d73a0a33-e4e8-44bd-9580-2038ab06583a,TCGA-25-1313-01Z-00-DX1.5A2732D5-01D6-4285-9283-1839E1703C27.svs,1,820.0,5
7ebc776e-bde1-4563-adb1-8bd441872733,TCGA-59-A5PD-01Z-00-DX1.0A4D38A2-7B15-4550-B00C-4276485A9613.svs,1,624.0,5
c7c3fe4a-327a-4b7e-a259-989b72971209,TCGA-23-1031-01Z-00-DX1.12B1996D-E5BB-424C-B59E-4BE7E1ED6BA1.svs,1,575.0,5
e35b2813-427e-4e83-95f6-4f0281f42a59,TCGA-3P-A9WA-01Z-00-DX1.A5FDC436-7F0D-4DD2-8644-CEF1BFF9C614.svs,0,420.0,1
ebe677e6-94b6-45be-a58d-eaae4cf63d12,TCGA-23-2078-01Z-00-DX1.E31A9C1E-00EF-4B0D-A15D-6A5C2D00E986.svs,0,2661.0,3
df53c3c0-3605-4d2b-bdc7-96d9beab27ea,TCGA-23-1028-01Z-00-DX1.117B4B7B-F796-4D33-A645-CD80E5C43E6D.svs,0,1503.0,3
cbe3309e-9b7b-4f62-87b5-0f5ed4218ada,TCGA-25-1627-01Z-00-DX1.7596F7F5-D705-46B4-B3A6-833D31482D28.svs,1,394.0,5
d1976840-35f7-4423-8458-12fb32a52b33,TCGA-23-1032-01Z-00-DX1.0C1074AE-D59C-4C74-B929-593AE89E5DC1.svs,1,84.0,4
c6ede8ae-881c-47a0-a0ef-745ed4b7764a,TCGA-23-1026-01Z-00-DX1.2875B4F7-D6B2-4C72-8A68-4E7C92D04BF0.svs,0,816.0,1
654d02ab-05b4-4863-99d9-04d087ff91b4,TCGA-42-2588-01Z-00-DX1.e0bd9f78-2078-4bc3-867b-136d117f7b13.svs,1,880.0,6
bc2591b0-65d7-48c3-a5cc-783f67b65869,TCGA-25-1635-01Z-00-DX1.D21D2855-43F0-4766-934A-3CE1E3A099B9.svs,1,1583.0,7
1592af8e-8d11-4325-8a2b-e0c690b15b58,TCGA-23-2072-01Z-00-DX1.478243FF-BFF0-48A4-ADEA-DE789331A50E.svs,1,759.0,5
48e66676-dbed-48a4-9a7f-a6d247b15c17,TCGA-57-1586-01Z-00-DX1.5C85A9B1-9ACC-4D62-BA09-91F8BDB2A058.svs,0,679.0,1
dce71741-ccbe-40b7-a0b8-2048d07187a4,TCGA-25-2409-01Z-00-DX1.34FFD6A9-4919-4DF5-8415-215CC833F12D.svs,1,821.0,6
ad2b1a0a-153f-483d-b228-5763eba3f6cc,TCGA-25-2399-01Z-00-DX1.B9A34CB0-9EBB-4435-8EDE-E4B9078565B1.svs,1,608.0,5
c9e58844-9d61-44a2-aee6-1760bc19711b,TCGA-23-1027-01Z-00-DX1.53F9DFF4-6811-4184-B2FD-1F6706B948FD.svs,1,976.0,6
15556b28-c6bd-455a-87b6-4b7b3e33d0e4,TCGA-25-1634-01Z-00-DX1.6E449C67-922B-409A-84B4-581B9B468682.svs,1,1091.0,6
66a0df9b-096b-4e8e-9b9c-54bf8637720b,TCGA-23-2645-01Z-00-DX1.72C0AB89-9A64-4656-B03E-A5D65BA03188.svs,0,137.0,0
bc3e0b74-ea09-46a5-9f61-16bd15ffd883,TCGA-23-1809-01Z-00-DX1.A8767DEC-EB1A-4EDC-906E-C0560A30455F.svs,0,16.0,0
d2c0d320-d1c5-4eed-af4f-15540e60db0b,TCGA-23-1122-01Z-00-DX1.991C230C-E3B4-4DAC-9DCC-69E9FA7DF772.svs,1,1189.0,6
c73244fd-d486-439f-a94f-fb0bd4e9ac8f,TCGA-25-1324-01Z-00-DX1.37D77658-1D25-49B2-8CDE-FC092EAA4CDF.svs,1,1035.0,6
dfb7dc5d-92f4-4a3a-9667-db38efcc9fdb,TCGA-42-2589-01Z-00-DX1.c3abd56a-7d75-4972-982f-3d86da96ad1b.svs,0,1278.0,2
5ed14506-f69a-4da8-9965-72d3270b9f72,TCGA-57-1585-01Z-00-DX1.934E0F30-F804-4CFA-92D5-41576DA6C367.svs,1,53.0,4
c435627c-159d-4a6d-a819-30abac24bf4d,TCGA-25-1632-01Z-00-DX1.B911E6FF-D6A9-4AC7-873C-58B2059DE7E6.svs,1,1799.0,7
2ee36d9d-128b-4761-aa1a-a637da106f3d,TCGA-25-1323-01Z-00-DX1.1B82D1C9-2310-4AAB-B531-45C1191E5FF8.svs,1,395.0,5
3db7ecdd-315f-4475-a375-f6044a4b0070,TCGA-42-2593-01Z-00-DX1.9d506f1d-a5b3-4643-bd12-91c33fae4286.svs,1,45.0,4
e3ea5137-76b8-4afc-9b80-ed74714e7172,TCGA-23-2079-01Z-00-DX1.01383205-B7A7-4529-9207-880687650A50.svs,0,2788.0,3
5c127332-5ca0-45f1-a5ac-4876ad94e491,TCGA-25-2400-01Z-00-DX1.AAD20514-6FF7-47A5-89DB-8AA15DCC101B.svs,1,1278.0,6
07a859fc-6f78-4905-9035-90e2403dbe8d,TCGA-25-1326-01Z-00-DX1.686E3548-8891-42ED-ABBA-BE3DA6D4CAAB.svs,1,1249.0,6
8628f1b2-3763-4ba9-a375-083874bb18f2,TCGA-VG-A8LO-01A-01-DX1.B39A4D64-82A1-4A04-8AB6-918F3058B83B.svs,1,24.0,4
4ea50685-3b63-440a-b037-597ef2529e7d,TCGA-57-1582-01Z-00-DX1.BDF02DAA-E520-46BD-A479-58CAA4354B1A.svs,1,731.0,5
f5033d52-ec36-4e67-88d8-b6d898b81b2f,TCGA-25-2391-01Z-00-DX1.3930615C-785B-48D4-BD69-FD87932A518A.svs,1,1492.0,7
2dfd8a0e-e642-49b3-abd7-f0334927eebb,TCGA-23-1119-01Z-00-DX1.44D3D70A-A421-4962-8385-2A3CF8E9880A.svs,0,3953.0,3
2724109f-7d5a-402c-a915-741e43c6f7f9,TCGA-42-2590-01Z-00-DX1.83ff5df9-0f36-4884-a93e-f2928ff3c719.svs,1,317.0,4
635f5335-b008-428e-b005-615776a6643f,TCGA-25-1315-01Z-00-DX1.BC434CCE-7E21-479F-8A5D-1FC7F601C8C5.svs,1,1583.0,7
b923ac70-70ea-4a82-8466-46350c5803bf,TCGA-23-1021-01Z-00-DX1.F07C221B-D401-47A5-9519-10DE59CA1E9D.svs,1,1446.0,7
acb7ec56-8a47-495f-a11b-2c9fb5d8fe95,TCGA-23-1107-01Z-00-DX1.5B9C1283-62B5-4329-873D-009FA939CA69.svs,1,9.0,4
246404ae-3bc4-4db7-aee3-0346ca3f7322,TCGA-23-2647-01Z-00-DX1.21E5D0D8-6BA8-4D49-BA70-EC228CF10387.svs,0,135.0,0
78777a80-cc6c-46c9-a14a-837ac7943719,TCGA-25-1317-01Z-00-DX1.2E7A7AF9-4D04-4EBD-8C79-7117F76511D5.svs,1,61.0,4
5554a003-da6f-4ddf-9f05-6785987ac46c,TCGA-23-2643-01Z-00-DX1.E60DF03D-326E-4182-84DA-77263C4C52B3.svs,0,143.0,0
f3618472-32dc-4c90-a407-90050f68be85,TCGA-13-A5FT-01Z-00-DX1.2B292DC8-7336-4CD9-AB1A-F6F482E6151A.svs,0,2143.0,3
58427bce-6b81-4083-aeda-25f59e292bbc,TCGA-25-1316-01Z-00-DX1.A9B7F47C-5BDC-4B7D-BC9F-C4C9DBA663C8.svs,1,1279.0,7
914d8613-3c25-4a10-be50-28b42f4d3a5d,TCGA-25-1319-01Z-00-DX1.71EFB946-ACAF-4BA6-8855-D336268D87F0.svs,1,1977.0,7
ff844242-7559-4b07-b09e-69ea40e5ac6b,TCGA-25-1871-01Z-00-DX1.1BF3077E-910F-4992-AD46-B6869A136E98.svs,1,760.0,5
c7cf6755-8856-435b-a443-174b22a25b07,TCGA-OY-A56Q-01Z-00-DX1.F1556F26-8845-4962-9004-70F9747B46B7.svs,0,576.0,1
9471bc5e-18da-4356-bb0f-c78edd35ff99,TCGA-25-1325-01Z-00-DX1.FA0DD977-D2F2-4319-B614-3EB20E966D97.svs,1,976.0,6
3f917550-89a6-404b-94df-938c99121411,TCGA-25-1628-01Z-00-DX1.8275623E-8A30-4ABB-8846-34DAEE43523E.svs,1,627.0,5
0f7ac6ca-7806-4b2a-9d37-94ff74fcd010,TCGA-13-A5FU-01Z-00-DX1.9AD9E4B9-3F87-4879-BC0F-148B12C09036.svs,1,256.0,4
13319c20-02f6-4b5f-b24f-3d8f4084094c,TCGA-25-1318-01Z-00-DX1.742CB28E-DB0A-4BE1-8047-5265FE80F861.svs,1,1064.0,6
2cb82948-7cbe-4b6c-8414-c02f662de2d0,TCGA-23-2084-01Z-00-DX1.94780F2B-9A88-47ED-982B-0048081309C9.svs,1,1516.0,7
41178cbc-db73-4007-b5d8-febebf7f578d,TCGA-23-2081-01Z-00-DX1.4105A382-4C2B-4C62-AC93-CB21CC360254.svs,1,2342.0,7
602e2934-223a-44db-8c33-06eb05d72f94,TCGA-57-1994-01Z-00-DX1.A0798185-30C5-4C32-B1A8-B440D4F4ED95.svs,0,761.0,1
6209e80d-a115-4f8e-bf0d-18461401a1c6,TCGA-23-1113-01Z-00-DX1.D72B1587-444A-4DEC-8D92-703699822BE2.svs,1,949.0,6
9fb1ba57-2007-4477-b000-2d36f163efd2,TCGA-23-1110-01Z-00-DX1.61C2DBB8-7F5C-4878-BEDC-6AE061A2D7D4.svs,0,1658.0,3
a88b7e66-5f12-4023-a7e2-fcfbd1f25977,TCGA-23-1117-01Z-00-DX1.783914B6-B079-4828-B77B-4C6306FAE4C1.svs,1,1013.0,6
bc84c5c5-1785-4edd-b732-8987f862063e,TCGA-5X-AA5U-01Z-00-DX1.1A03C105-4086-4AAB-B821-A9E8156FA704.svs,0,361.0,0
b520aae5-65a6-4b27-bc2a-10b02c7b1aeb,TCGA-25-1322-01Z-00-DX1.20DA1932-908F-44E5-B2F2-43E41E06165B.svs,1,91.0,4
15fc17cd-d073-4f81-a4a2-2db3cb9d7069,TCGA-57-1993-01Z-00-DX1.464F641B-AA9F-49A7-A224-88D9847159DF.svs,0,763.0,1
8628f1b2-3763-4ba9-a375-083874bb18f2,TCGA-VG-A8LO-01A-02-DX2.9B58474C-DAC0-4D45-B13C-0A1EA9E1BC32.svs,1,24.0,4
88d61634-913c-435a-8d25-e019c8dab7da,TCGA-25-1625-01Z-00-DX1.64A0B073-8EC8-4BE1-BECA-B956A6A96FCC.svs,1,840.0,6
22178c3c-6b04-46d8-8041-dc83fa195029,TCGA-25-2404-01Z-00-DX1.7193B185-31C3-41D0-9194-86DEDF15F096.svs,1,883.0,6
7c466a5f-a6b4-4d1a-a0f5-ddcd7ef90ff1,TCGA-23-1109-01Z-00-DX1.FB0886B9-8108-4A74-8A29-FEA4381AD69C.svs,1,1562.0,7
077079c3-6877-467b-b9cc-5c650aae4f07,TCGA-25-1877-01Z-00-DX1.ECD98484-514C-4E9A-913B-F7EC55D6A8FE.svs,1,730.0,5
700e91bb-d675-41b2-bbbd-935767c7b447,TCGA-23-1118-01Z-00-DX1.D69E130E-33C7-4F8A-99AF-400B81378578.svs,0,2616.0,3
20336269-5a5b-4ba7-8fe8-665a1f9af738,TCGA-25-1633-01Z-00-DX1.B3F91D16-A9AA-479F-8326-DD3E280C8759.svs,1,1891.0,7
263e85e2-7b6f-453f-8fd0-e5ea1409fece,TCGA-25-1630-01Z-00-DX1.75C53351-1511-4CCE-97AC-1650010AC568.svs,1,1162.0,6
662d77d1-1a43-427a-813b-e11edd30868e,TCGA-25-1626-01Z-00-DX1.2C6EA1FE-8063-40AC-B81A-CC0A630FCFCC.svs,1,518.0,5
6a1be87b-c4e0-4fd4-b050-50a245b22038,TCGA-25-1631-01Z-00-DX1.7CA82CFB-E5F6-4148-8B5E-088B7FE6331F.svs,1,9.0,4
6ad8bc89-d8e9-48c2-bc25-c8e51f972b4d,TCGA-25-1321-01Z-00-DX1.56C898D8-14CE-4C2D-B5C9-AC33FF91FE68.svs,1,1033.0,6
79fd602b-3e8e-4353-aa78-4f5f170b607d,TCGA-25-1328-01Z-00-DX1.A0145C96-19A9-4F2D-8570-ECF039F99405.svs,1,2009.0,7
81005bae-686a-4598-8994-49d90ebac56f,TCGA-23-1121-01Z-00-DX1.E2F25441-32C3-46BF-A845-CB4FA787E8CB.svs,0,194.0,0
b4b49027-7815-4813-9769-a3fe3a26a37a,TCGA-25-2393-01Z-00-DX1.A311D005-D661-4851-A54F-EE3310C9CD8A.svs,1,1157.0,6
7922df77-f09a-488c-a1be-58646ceb9b3e,TCGA-42-2582-01Z-00-DX1.891d6182-c96b-4709-abeb-314d6874856a.svs,1,1447.0,7
66face4a-f35c-4364-90e5-8f28e6372606,TCGA-25-1312-01Z-00-DX1.733EC7A7-0FC8-4DDC-B366-DF5A45D6BB4E.svs,1,31.0,4
7413c891-f74e-456f-bc70-69c83fb53c70,TCGA-25-2392-01Z-00-DX1.C37932E5-973F-444D-8CEB-1BED4279165E.svs,1,31.0,4
d0673efd-3315-4dd5-8ab6-912bfa07dceb,TCGA-23-1022-01Z-00-DX1.AF9E523E-CB0F-4AB5-AD43-C96731BF9141.svs,1,1511.0,7
cbcf6922-a3c0-43a1-826e-642918b0a635,TCGA-23-1030-01Z-00-DX1.FC93147F-FB55-4C62-B187-337A5C107096.svs,0,886.0,2
c0c3caab-9277-4a31-a96c-c607e38d5ccc,TCGA-23-1114-01Z-00-DX1.26CCA42E-4947-4318-A983-D3B31603482E.svs,1,2089.0,7
60cce7ac-d27d-44a6-9873-ecf91da5e906,TCGA-23-1123-01Z-00-DX1.764A8E5C-F2E7-441D-B9FB-23ECF7183740.svs,1,1018.0,6
fd4740db-76a8-4362-be71-7b609479bb67,TCGA-25-2398-01Z-00-DX1.3F0E9A15-DBC8-43A0-8C94-20B02757CD10.svs,1,1369.0,7
808eb134-9c7d-43bb-b86c-2f3259193954,TCGA-25-1623-01Z-00-DX1.28D89405-5F27-47CF-ABC7-01AB494C28D2.svs,1,565.0,5
76cc2d21-eebc-4f09-9bc7-dbf7af0aafa8,TCGA-57-1583-01Z-00-DX1.88ACB045-1DBD-4F0B-A6D0-53B6C208805C.svs,1,346.0,4
0b2ea4b7-98bb-4190-b682-2c75b447c90a,TCGA-25-1314-01Z-00-DX1.E01C2237-E2D6-4D84-9FB4-624734F30375.svs,1,1004.0,6
3bc8a74f-49bd-46b6-a3a4-68ca838e83c6,TCGA-25-2401-01Z-00-DX1.AEA99982-DB6B-4178-BEDC-6E1F605B8D7C.svs,1,90.0,4
4d71dd15-cd01-4dae-ad70-6dc325140207,TCGA-23-1029-01Z-00-DX1.0044B39A-51B3-4F76-90A9-00CDF851DE2A.svs,0,268.0,0
4c099644-047c-42a3-8187-bfcbfe6662e4,TCGA-25-2397-01Z-00-DX1.B6FDE9A3-6A51-4A79-82CB-51ED37945A54.svs,1,365.0,5
818dc159-aba4-46bc-a4ed-68ee0f8c4461,TCGA-25-2042-01Z-00-DX1.79198B62-0E0B-46C4-8D35-FE20582B8035.svs,1,396.0,5
8ac6ce06-ab50-4ab4-a469-9f8bf01be963,TCGA-23-1024-01Z-00-DX1.B9194D3F-C6F4-4FC8-B0CA-6E347FF4F885.svs,0,468.0,1
955c80be-53df-4565-9303-a7abf96a2f81,TCGA-25-1329-01Z-00-DX1.6DD994F3-E426-4749-8ECA-9A0B87FF04DC.svs,1,457.0,5
ae5fa7cb-1984-423f-aa88-571314860943,TCGA-23-2649-01Z-00-DX1.C94C3B32-D5F5-4A85-9F35-50B377FF9E75.svs,0,116.0,0
419a486f-7fa5-4fbd-9e98-2f8f4c6d5081,TCGA-57-1992-01Z-00-DX1.1022B1ED-3DC1-4F71-8635-0F8B28138B8C.svs,0,882.0,2
70fe08bd-a0b4-4a88-b82e-813b176f8e40,TCGA-23-1116-01Z-00-DX1.FC5FC1E1-56DD-498C-AA9F-4434C6E733A8.svs,1,592.0,5
260723bf-9620-450d-bf31-f3a45543f9db,TCGA-OY-A56P-01Z-00-DX1.59CA76B0-5613-48CB-ACE7-6F808B8A9423.svs,0,1207.0,2
0750ebcc-348a-4ea9-9dd2-6274d5e6eeaa,TCGA-42-2591-01Z-00-DX1.ea85e14f-5f0a-4ed0-9afe-025bb95fca40.svs,0,1240.0,2
46395c3d-5e51-477f-946e-e58b87cc7baa,TCGA-25-1320-01Z-00-DX1.30C154CE-C75B-4815-BF05-7D011B761993.svs,1,1155.0,6
6b2a9f9a-fe96-4311-a330-925c4ad36fe7,TCGA-23-1111-01Z-00-DX1.A99421E1-C73E-42AE-990F-E5E6D26EDDBE.svs,0,98.0,0
49e5ee61-a1c9-4038-84ac-92683e573a65,TCGA-23-2641-01Z-00-DX1.DB792236-39EC-4090-9938-B0915C3378A0.svs,0,84.0,0
|