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
| case_id,filename,label | |
| f8b98552-ae2a-4609-9929-7864485b3c51,TCGA-M7-A724-01Z-00-DX1.9A09FA7A-21B8-4F04-BA5D-CA6D81334B0C.svs,0 | |
| f3ec5bf3-97ae-4033-91a6-084a1aa152a4,TCGA-YL-A8SJ-01Z-00-DX3.C3493DD6-8AB2-42D2-A9A3-A155324D2735.svs,0 | |
| f98366df-9616-41c0-a6b8-ec92dca7177a,TCGA-EJ-7797-01Z-00-DX1.589f2810-06b5-4e81-bb8a-da61b9381704.svs,0 | |
| fb447e0f-7cf0-49bf-8b15-aae932f8094d,TCGA-HC-8266-01Z-00-DX1.e266de83-ea1d-41bb-a466-74aab0748eeb.svs,0 | |
| bf428d43-2da6-43fc-bd62-7cbff84e95ec,TCGA-XJ-A83G-01Z-00-DX1.2E6C26F6-4E7E-4CBE-A1E4-C33AA4F25390.svs,0 | |
| fd50ff41-ec9d-4db1-a673-36ba0ca1eac8,TCGA-HC-7080-01Z-00-DX1.c979be6a-e7c9-4840-8555-6f34499dd2bf.svs,0 | |
| fca0331b-8096-40e8-b292-d438370c37c9,TCGA-M7-A725-01Z-00-DX1.39C22396-977C-466A-A79B-5B0C26362141.svs,0 | |
| ff52fa2f-bd12-4de0-9f5c-cd330ffb5fb3,TCGA-YL-A8HL-01Z-00-DX1.B3D15BCD-20BE-4ACF-8837-B766FD9893CC.svs,1 | |
| fcbd7b29-12da-44c8-b241-1388d1b15684,TCGA-V1-A9OL-01Z-00-DX1.1E81143A-3C49-4A79-8800-1B63D4213B66.svs,0 | |
| b5b3871c-078c-46a7-ac50-ef916d4a6781,TCGA-G9-6363-01Z-00-DX1.390dc5bd-9d79-459c-8251-548c8f30cff0.svs,0 | |
| dc20ecf0-2807-4675-a7fd-8ead1cee7ea0,TCGA-VP-A87E-01Z-00-DX1.E01A7C2F-087F-4AFB-9A8C-3092EC841423.svs,0 | |
| dcf383d5-b25a-4ea9-a3f4-4d7ea5ddd9ef,TCGA-KK-A6E4-01Z-00-DX1.8A9FDF9E-02B8-403B-BF39-13BBB1357CFF.svs,0 | |
| e35336e1-e358-493f-9beb-276b5fc6685a,TCGA-EJ-7788-01Z-00-DX1.1a8a304e-5089-42f2-8275-07e5f20ebc67.svs,0 | |
| e0ff90e5-e6c3-4fb5-9512-6f09a891378b,TCGA-G9-6369-01Z-00-DX1.9d3f2ef1-edab-4a51-b964-cfd90e6c7c8f.svs,0 | |
| e1c3d1bd-cf8f-4fa4-ac8e-bf9e54f7aad4,TCGA-EJ-5504-01Z-00-DX1.38c7a032-886e-445a-ad0b-aa531918cc2e.svs,1 | |
| b2bcc97f-03a6-409a-8b91-78221cb10d7f,TCGA-YL-A9WK-01Z-00-DX1.8541045E-7FD4-4E74-BA15-9A0F57AF6BBA.svs,0 | |
| e833ad67-2cb3-414c-b15e-28f49479e2ef,TCGA-VP-A875-01Z-00-DX1.96476DFA-7CFE-4100-A791-E7415B1DC719.svs,0 | |
| f3ec5bf3-97ae-4033-91a6-084a1aa152a4,TCGA-YL-A8SJ-01Z-00-DX1.FE930A8E-20F9-4D8D-9D98-03D2BB58927A.svs,0 | |
| f4e17ba1-f14f-480e-8fe3-415909fc320a,TCGA-G9-7525-01Z-00-DX1.076ebb72-f9f0-4b5b-88c7-21493d39f333.svs,0 | |
| f82d53b1-3df8-4249-a615-464c9f4e0a32,TCGA-EJ-5514-01Z-00-DX1.82b0677b-fb3c-45ec-82ca-d90000d8aaf2.svs,0 | |
| f228ef91-ecfb-4d1e-8e6a-b43d2185270e,TCGA-G9-6362-01Z-00-DX1.01f380d7-a7cc-4a0f-a003-a087858701af.svs,0 | |
| bb8e6886-edc7-4127-a85b-c4f3769b6681,TCGA-HC-A4ZV-01Z-00-DX1.74103CE2-AD31-4DAE-A812-47568B9BD19E.svs,0 | |
| bd18dd01-d894-4bdd-9ce2-e25705a52a57,TCGA-EJ-5508-01Z-00-DX1.b5429be9-eadf-4042-8aad-37dc1a10c229.svs,0 | |
| f9f136a5-3ccb-42b3-ba60-c667fbb0846d,TCGA-J4-A6G1-01Z-00-DX1.CB849D80-60EA-407B-87AB-B3161ABC0A6F.svs,0 | |
| bdd4fefa-512a-4720-9f9e-11eb3892fe3c,TCGA-XJ-A83F-01Z-00-DX1.11A9B6FC-16AB-44F2-B93E-7806693D90F7.svs,0 | |
| df7bbd9c-0b35-4855-acde-46f4956f4df1,TCGA-KK-A59Z-01Z-00-DX1.83C16C66-CA61-4E86-8CFE-D2A24CEFE69C.svs,0 | |
| e4a755e3-4938-4321-b5a9-27a445036791,TCGA-EJ-5530-01Z-00-DX1.4f83f733-4b4a-4ede-b0e9-9a782325a653.svs,0 | |
| e5e4d3b6-8e58-4dcf-8f67-a00e656a8e27,TCGA-EJ-5506-01Z-00-DX1.9d0714eb-b01a-482e-b077-76f92b3a5e3f.svs,1 | |
| e6cbf99d-4a10-4c11-9ac2-eb26ef57331f,TCGA-HC-A6AL-01Z-00-DX1.5FFF97EC-B884-4EEE-A0BE-0EDCD389B5C1.svs,0 | |
| e27bc39b-54f1-47b5-ac8f-3245dce690f4,TCGA-M7-A723-01Z-00-DX1.D1CDCC7C-F5AB-4FB7-A889-F8AFFC071EF3.svs,1 | |
| b1bdaf2d-7d84-4409-9427-5390150bb96d,TCGA-KK-A6DY-01Z-00-DX1.A58E02B6-F093-43EE-B06C-975C4171E8A1.svs,0 | |
| f0f637b5-de40-4853-b54b-08468d45b195,TCGA-J4-AAU2-01Z-00-DX1.856D1A98-E6A7-499C-9645-E598523C10CB.svs,0 | |
| f3ec5bf3-97ae-4033-91a6-084a1aa152a4,TCGA-YL-A8SJ-01Z-00-DX2.36E46E11-79CA-4356-B68F-F387219B3D16.svs,0 | |
| eec48399-5660-4b25-8d34-191b54315c72,TCGA-EJ-5526-01Z-00-DX1.70486c91-c1cd-4478-8c90-b103dacda0ae.svs,1 | |
| f7238e82-a394-4a7c-8514-6241d0aa17e3,TCGA-FC-A5OB-01Z-00-DX1.0055A98C-140F-48D0-B4E8-F110BEF2C6BB.svs,0 | |
| f211f7a9-cf3b-432c-9ea0-1172cce14e9d,TCGA-G9-7510-01Z-00-DX1.1f670df9-1bc4-40bd-8a5f-3a14cd0d794b.svs,0 | |
| eff14fed-8a21-41c5-8ed3-75346a06e44e,TCGA-YL-A8HM-01Z-00-DX1.FE98403B-ABE4-4E5E-B036-FD590741FB11.svs,0 | |
| ba0c9096-5f35-4f0a-ae98-ee1a695b55f0,TCGA-EJ-5527-01Z-00-DX1.238fcb19-9655-463e-ab50-b48b71e6970e.svs,0 | |
| f3e93819-a8f5-4d15-a416-3edd42aa52d1,TCGA-HC-A6HX-01Z-00-DX1.7122F7F6-971E-4608-A0EE-0190D5F74216.svs,0 | |
| f97fed28-fdf3-4c82-8b6d-1015848b80dc,TCGA-FC-A6HD-01Z-00-DX1.C0F96A58-322B-439E-A304-02B2A730B96C.svs,0 | |
| f947b0bc-bdac-44e8-b5b9-ffae4147740a,TCGA-G9-6370-01Z-00-DX1.6350a132-43b7-4b2e-9c83-23e7f00b60ff.svs,0 | |
| fd1aa612-df86-4d48-892d-2acebd76ea96,TCGA-EJ-5499-01Z-00-DX1.bda3d0ed-5295-40c2-b23f-d60caaa03643.svs,0 | |
| 1170f449-dfb5-417a-a89b-b2229a2785db,TCGA-EJ-A46B-01Z-00-DX1.16F1652C-010D-4CDA-A4D7-B32FF09F22B0.svs,0 | |
| 71d14304-ccb0-4a4c-b935-8c014ca75fd0,TCGA-G9-6361-01Z-00-DX1.41814e1f-71af-4e91-b5ba-6703c112bbe8.svs,0 | |
| 929837f9-297a-47c0-ac9a-a142eef620d3,TCGA-HC-7821-01Z-00-DX1.85c082ca-1159-4cd1-b003-fed32f2ddf9e.svs,1 | |
| 4434864a-8a0d-488e-b9a7-6749719663e5,TCGA-KK-A8IM-01Z-00-DX1.23C9F940-22F0-4AD3-8364-799278B7A83F.svs,0 | |
| 8df0c1e8-966c-4f46-ad15-fae9e745a32e,TCGA-EJ-5501-01Z-00-DX1.b948a611-e351-417f-8f32-bd139728ce64.svs,0 | |
| e457eb5d-120e-41f4-8455-2ed8d534ff02,TCGA-HC-A632-01Z-00-DX1.4F297280-B867-4109-822F-CD0DD4A699EE.svs,0 | |
| d6974db6-2bd3-4082-b48e-9c60f7fe3a1f,TCGA-J4-A83M-01Z-00-DX1.EB350313-C46E-4B5E-9974-A4C2241E0DE0.svs,0 | |
| 13a63fd0-6c8c-4707-9135-8052f454d1ac,TCGA-HC-7749-01Z-00-DX1.2dbf5d61-954d-406e-9cc3-f1590268597f.svs,0 | |
| 40ebeb10-7390-44fc-9ef2-80d40d251018,TCGA-V1-A9O7-01Z-00-DX1.FED3BDE1-B135-47B5-8B39-54F27C228804.svs,0 | |
| 24e5d323-f3d4-4add-9a29-79e77ced357c,TCGA-YL-A8SQ-01Z-00-DX1.0DFEF9A0-9C25-46F9-8EB4-96844346F236.svs,0 | |
| 000d566c-96c7-4f1c-b36e-fa2222467983,TCGA-KK-A7B2-01Z-00-DX1.3E779031-6FE4-4BD0-838C-D9ED49E1B9A7.svs,1 | |
| 007f9081-5093-4323-b4f8-cd510bf20705,TCGA-G9-6377-01Z-00-DX1.e446e088-404c-4ae7-b2b2-b81057c0c454.svs,0 | |
| 0730216b-c201-443c-9092-81e23fd13c6c,TCGA-HC-7742-01Z-00-DX1.59cf7b97-16a4-4c83-b4e0-6ee292326500.svs,0 | |
| 105e12bf-4f39-4d7a-870f-fbc329ee210a,TCGA-HC-A76X-01Z-00-DX1.DBB52520-F96D-45AD-9228-BA81B7553824.svs,0 | |
| 108dee1e-b27d-4056-a167-261725f548c1,TCGA-KK-A8I7-01Z-00-DX1.18EFAFFF-7E7C-4072-8137-7D04FB687B4A.svs,0 | |
| 5a92ec4c-36ee-4588-aca2-e3303f29c7ad,TCGA-EJ-5542-01Z-00-DX1.84ef2f6d-29d7-4d36-96b4-14bd30742016.svs,0 | |
| 0fb599ce-5e10-4571-8160-4f5160791a3f,TCGA-KK-A6E5-01Z-00-DX1.964904F1-91C5-4A3E-952D-EB8B78138389.svs,0 | |
| 159b47b2-dc7d-4856-9a00-454e27301e23,TCGA-YL-A8SK-01Z-00-DX3.6DB3959A-555D-433E-94D2-58E7C37CA01B.svs,1 | |
| 159b47b2-dc7d-4856-9a00-454e27301e23,TCGA-YL-A8SK-01Z-00-DX4.E81BAE2E-4003-40C6-810D-5E3B600C4E05.svs,1 | |
| 159b47b2-dc7d-4856-9a00-454e27301e23,TCGA-YL-A8SK-01Z-00-DX1.806C30FC-7C27-46A5-8EF7-BBCC5D8738DC.svs,1 | |
| 1bcb1132-a9fc-4f03-bbed-abaf80c7a24a,TCGA-YL-A9WH-01Z-00-DX1.7240AB29-F661-4456-A68D-B0FF40F553B8.svs,1 | |
| 214884ef-a932-4fc3-b6ff-16ce5164da3e,TCGA-EJ-5522-01Z-00-DX1.0358ea1e-8123-4c9a-885a-ac61722e3a69.svs,0 | |
| 1fd06207-54e0-4aba-819c-c7f671871f39,TCGA-EJ-5516-01Z-00-DX1.50003728-b68b-4e22-96d8-8fce43a03274.svs,0 | |
| 270447ca-19ee-45a2-982e-032325dab05f,TCGA-HC-8257-01Z-00-DX1.f11b1c83-b2d6-4e96-af6f-672bcf6719f4.svs,1 | |
| 25d70934-01a5-45a2-9960-68d3058b6965,TCGA-HI-7168-01Z-00-DX1.e4aabefc-b633-4f54-ae92-a839f2d80158.svs,0 | |
| 27953774-e97b-48e7-b966-1ec1e9c830b4,TCGA-G9-A9S7-01Z-00-DX1.E46D2A59-1B23-4841-B327-C9AAE176AD2D.svs,0 | |
| 261c3d74-706e-4751-bd15-8f3c1a402ff0,TCGA-KK-A8I9-01Z-00-DX1.8DD81B98-3C5B-4F54-A1E9-0966E12205E3.svs,0 | |
| 29bd2c05-254b-4bb2-ae32-5b328f772441,TCGA-J4-A67L-01Z-00-DX1.4B2B89CD-B390-488F-AE3F-9E81E6D860AD.svs,0 | |
| 2d70eacc-d0c3-4121-bd1a-a47d68ecede5,TCGA-YL-A9WI-01Z-00-DX3.51D0394E-FB44-4878-B761-9460D3833207.svs,1 | |
| 2a51e1c2-8a8f-4df3-bcc6-7df94a47d94d,TCGA-KK-A8IL-01Z-00-DX1.C91F74AC-39D4-44BB-A48B-F4AACA135007.svs,1 | |
| 338fe754-fc4a-4294-ba15-42d4c7c9ac10,TCGA-V1-A9ZR-01Z-00-DX1.09668B8E-0AFA-4252-ABF1-BA7BD5D301B6.svs,0 | |
| 30fa311b-05a2-43e4-9edc-02b327898132,TCGA-KK-A8I8-01Z-00-DX1.9C138C77-7DD7-4EE0-A34C-D4B629E18087.svs,0 | |
| 42fa9774-9471-4707-8f6f-8041b34c49e4,TCGA-YL-A8SC-01Z-00-DX1.B8CD6404-5586-44B1-A7AF-B7054BFA68B3.svs,0 | |
| 494a8495-8d10-4a8f-8664-f68ac339c889,TCGA-YL-A8S8-01Z-00-DX1.54845009-AA3A-4507-9FB6-5C1D11174997.svs,0 | |
| 5313a055-c2d7-4cbd-a8c1-57ac85912d89,TCGA-EJ-5519-01Z-00-DX1.5450fb44-4da5-44e3-bba1-52b978163469.svs,1 | |
| 4a3d9efe-f24e-4135-8a70-e202651e7a81,TCGA-EJ-5510-01Z-00-DX1.ab391b79-7b8f-4ad8-b5bd-c868effa75f8.svs,0 | |
| 570ddfb3-2721-42b6-9604-2de6b6090031,TCGA-QU-A6IO-01Z-00-DX1.9D16B516-872C-4916-A683-7A7C0CCC5176.svs,0 | |
| 56353d9c-9578-4d62-9dcd-92d800efdea0,TCGA-X4-A8KQ-01Z-00-DX5.6E2CB3CF-F856-4C91-ADF8-739A179A5C8C.svs,0 | |
| 56353d9c-9578-4d62-9dcd-92d800efdea0,TCGA-X4-A8KQ-01Z-00-DX9.2527CB7F-2878-4D99-B81D-4F66B178DFF7.svs,0 | |
| 56353d9c-9578-4d62-9dcd-92d800efdea0,TCGA-X4-A8KQ-01Z-00-DX4.5E255D3E-DBD1-43F6-828F-EC9792E6DBB4.svs,0 | |
| 56353d9c-9578-4d62-9dcd-92d800efdea0,TCGA-X4-A8KQ-01Z-00-DX6.31684EB7-1659-4AEF-A5D9-8E53B921E75A.svs,0 | |
| 582d1177-73b0-4a9c-8505-70d6b402bd01,TCGA-HC-7209-01Z-00-DX1.ccf1d3c8-0351-4b7e-8539-0817ce3b8364.svs,0 | |
| 59207bcd-f127-481f-b576-8716da7d7d97,TCGA-G9-6336-01Z-00-DX1.ec538aa0-4ecf-412c-9a5f-4babd4201307.svs,0 | |
| 68fc3693-0910-4ee8-8997-99c6333b65f4,TCGA-EJ-7317-01Z-00-DX1.c92df0c7-a1be-40ed-b33f-e8213cf5b11b.svs,0 | |
| 69174712-af41-422d-952a-d8d0d16d7182,TCGA-V1-A8ML-01Z-00-DX1.BEE27AFB-3331-464F-BB9D-69C1AE1865CA.svs,0 | |
| 6394e00a-1f6f-4ea2-b885-373bbb59def9,TCGA-HI-7170-01Z-00-DX1.a823f5e3-3285-4fa5-846e-aaa0d0ac0698.svs,0 | |
| 6755c231-355f-4cc3-85f1-6306c7f5d44b,TCGA-EJ-5496-01Z-00-DX1.bdc719db-96ae-42bb-b82f-9cf6e6f957d5.svs,0 | |
| 67cd72e2-a4cf-48e4-943e-406c252f056a,TCGA-J4-A67M-01Z-00-DX1.6C01EE22-ECE8-4FF3-8031-ADF0B6E1F5F1.svs,0 | |
| 716eb429-d7af-4d4f-bd8d-afcff1a323ee,TCGA-CH-5765-01Z-00-DX1.ee77679a-ef5a-4326-b72c-497532f60fb0.svs,0 | |
| 73f875cb-bcfc-43ba-ab97-4e94caf836d4,TCGA-HC-7737-01Z-00-DX1.44947b83-a5b8-43f7-b0a4-0a63f1d42844.svs,1 | |
| 79601d90-b198-4b94-b60f-4cff329c7a10,TCGA-CH-5739-01Z-00-DX1.11b90c0d-e024-4aa2-8140-30f0140a1701.svs,0 | |
| 73b7d4bc-6b56-4ae8-be7f-074745563bee,TCGA-J4-AATZ-01Z-00-DX1.E9BDB060-C38C-4315-B1CE-FB23FA2DEE8D.svs,0 | |
| 75d22d59-dec8-4f59-86c8-36b5e9f4fb0d,TCGA-VP-A876-01Z-00-DX1.C7015749-A4D2-4FE2-8681-DBB839D0EC3B.svs,0 | |
| 7ce45134-5b1f-4ea7-ace9-7e463b034a43,TCGA-KK-A8I5-01Z-00-DX1.CA6219A0-650D-4281-B693-B96444A62C24.svs,0 | |
| 7fc65e49-0401-4a36-8800-fd87b7927fc1,TCGA-VP-A872-01Z-00-DX1.F62D214B-BAC8-4A6B-81C1-427E8AA8F382.svs,0 | |
| 7d931c19-1fce-4409-8a9c-9c65631ccbac,TCGA-KK-A7AZ-01Z-00-DX1.88A60F6F-7BB9-40AC-B5FE-0BCE88B30ADA.svs,0 | |
| 87959988-bb25-47ee-afc1-9af92592bbe7,TCGA-G9-7522-01Z-00-DX1.103e1fde-1559-4095-95b9-020a2459193b.svs,0 | |
| 7dc62c0f-b82d-417f-89a7-4cb984a9d304,TCGA-V1-A9ZK-01Z-00-DX1.516F849C-772B-4369-81D3-92DF8102E7F2.svs,0 | |
| 84a5d5fc-7350-4846-a1bc-8bfadbcff8dc,TCGA-XJ-A9DX-01Z-00-DX1.00C51A57-AF79-446B-BD04-A6809DD8056C.svs,1 | |
| 8dc53431-44ab-485e-b4e6-c3d06509506d,TCGA-CH-5767-01Z-00-DX1.5a8d8c09-2837-4981-9c43-defa67d2a3fc.svs,0 | |
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