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 | |
| beac52b4-ab6b-4f20-aeff-8c15990aa710,TCGA-B9-7268-01Z-00-DX1.6F3C101D-49F1-43B4-AFEB-C5F55054E27D.svs,0 | |
| deace3d5-26fc-44d3-9f39-b5cde2c94152,TCGA-4A-A93X-01Z-00-DX2.45011BF1-FED8-4D22-B5E1-C63DC384FD2A.svs,1 | |
| 6a6c1569-1045-4ed3-acdb-5c45e47614ca,TCGA-B1-A47O-01Z-00-DX1.AFF4F6F0-BF6F-45DE-BC24-A25F5CD3B43A.svs,0 | |
| cfc6f9ef-73b1-46af-b4c8-94fdd34f4584,TCGA-BQ-5894-01Z-00-DX1.8fa5886a-0e66-4fe1-9c96-14b9d8d13db7.svs,1 | |
| 0b8956ec-f11b-4d74-b8b7-bfcb64ae974c,TCGA-A4-7585-01Z-00-DX1.47f27533-7c8d-4df3-bd7c-586d5fbdf1fc.svs,0 | |
| 1db41963-a520-47f0-828c-ed5c626507b1,TCGA-IA-A40Y-01Z-00-DX1.E8D91A02-A0BD-4974-8CF9-68DC1AF506EF.svs,1 | |
| 295004c6-d52e-4971-82ff-84595850f548,TCGA-5P-A9JU-01Z-00-DX1.7E42A7A6-A565-4D78-990F-C4E7539E494A.svs,0 | |
| 39847790-c951-4f9d-b23c-88c7f44d20a0,TCGA-P4-AAVL-01Z-00-DX1.6A86A318-057A-468D-826E-3B5C8B224266.svs,0 | |
| 42d044ae-1416-477d-ac80-779c49bc8d35,TCGA-AL-3472-01Z-00-DX1.66FF9A6E-2851-4E32-A10C-62EB7568AFC3.svs,0 | |
| 42d044ae-1416-477d-ac80-779c49bc8d35,TCGA-AL-3472-01Z-00-DX2.C7BF0356-F099-4070-8824-1AC3339E9F59.svs,0 | |
| 53d40ba3-c33b-4139-967d-5110884237a3,TCGA-BQ-5877-01Z-00-DX1.3060d47f-0bc6-4a81-82ba-bf596d790f0f.svs,1 | |
| 60df8616-8189-4d5c-8ebc-a05488cd9083,TCGA-DW-7963-01Z-00-DX1.B29C89E1-FC44-4565-97EC-DCBE7C0973B1.svs,0 | |
| 78412f82-cc55-43d5-96ca-1d02cf957725,TCGA-GL-A59R-01Z-00-DX1.7B0AC43C-F74B-485E-8A6C-2DDFB017BDBF.svs,0 | |
| 793f2df2-87a3-47e2-9cc1-a1a0e8487b51,TCGA-BQ-5893-01Z-00-DX1.d68bdc5e-06ef-4e9c-bfe0-0fab07c36a58.svs,1 | |
| 87c5e2cb-0b2e-4f40-927b-5e1ad7de4824,TCGA-P4-A5E6-01Z-00-DX1.1EDE26CC-47BE-4931-807C-51D1C469670F.svs,1 | |
| 81bc5a6f-3584-486d-8a8f-d976dcb666ff,TCGA-4A-A93W-01Z-00-DX1.3F8E704D-C10C-451F-8CDD-328BDBEEFAF2.svs,0 | |
| a7bf785f-0539-4899-ac21-47d1fc347ee8,TCGA-AL-3473-01Z-00-DX1.F3F992D2-D920-4791-A396-978D6E5529DE.svs,0 | |
| a614255d-9f1b-4e9a-8a50-435d4d123b3f,TCGA-BQ-7051-01Z-00-DX1.65455f33-f60b-4d48-ae7f-bea032db696a.svs,0 | |
| ae8bc8ea-29e6-4fe4-9095-d6d2655ee4f5,TCGA-BQ-7048-01Z-00-DX1.656594d9-dfe1-416a-81bb-12e5cf46d0e5.svs,0 | |
| c0ce18e0-89bd-469d-8ca7-292f815cd34f,TCGA-J7-A8I2-01Z-00-DX1.66EECFED-1C22-4155-9B78-833E8E620F32.svs,0 | |
| b877d608-e4e0-4b28-9235-01dd65849cf7,TCGA-BQ-5879-01Z-00-DX1.682ab315-998b-4379-8492-3b422ce06308.svs,1 | |
| c573a2f6-2404-4978-8ddc-91af27bab7c6,TCGA-BQ-5885-01Z-00-DX1.5311f60f-0291-4396-ae4c-4228b73188da.svs,0 | |
| ed560804-50b9-488e-bfa9-33f20cb83106,TCGA-BQ-5890-01Z-00-DX1.89720b5b-5b20-49ec-958d-b67f8f1b2673.svs,0 | |
| 847865ca-9cf4-414b-bf59-a55965f37ec6,TCGA-J7-8537-01Z-00-DX3.E536E7F6-FFDC-46AF-9023-E5ACB3865C12.svs,1 | |
| 9bb2a95c-42f2-4847-8b65-eafa2d833859,TCGA-A4-A7UZ-01Z-00-DX1.E4E81CA8-EF84-4039-8310-CB900441C1D9.svs,1 | |
| 9ab5714c-19bc-4022-b1ce-ef18ee2a9cb2,TCGA-BQ-5880-01Z-00-DX1.c1d047b5-0fce-4f4f-b888-5ecbb6762cc8.svs,1 | |
| 12560466-52ca-4114-8c9b-4853599628f1,TCGA-GL-A9DC-01Z-00-DX1.DA670BF2-BF5C-4030-BD2A-CBA313CAB188.svs,0 | |
| 847865ca-9cf4-414b-bf59-a55965f37ec6,TCGA-J7-8537-01Z-00-DX2.94202120-69A5-4223-9F53-5504FC9C6232.svs,1 | |
| 3b76c73f-f530-4a3a-91c4-31834747321e,TCGA-BQ-5892-01Z-00-DX1.f3a4da33-2b60-4b8e-b623-7b6237106a4c.svs,0 | |
| 3cba0f75-a95d-43e5-815b-a2582a80df05,TCGA-J7-6720-01Z-00-DX1.049801b6-0f22-44cf-a12c-b46f2aa3ee6b.svs,0 | |
| 49a756a9-7125-4b1d-bcfc-6cc44bdf26f6,TCGA-SX-A7SM-01Z-00-DX1.567A7D93-3511-4AB5-AF26-019994048AF5.svs,1 | |
| 4af65061-a15f-48d5-b4c0-30003386bf2e,TCGA-P4-A5EA-01Z-00-DX1.21DE2F39-A8B1-4482-9E7C-C67ABEAB4C32.svs,1 | |
| 4afab224-f65e-48a8-8802-01138e210e29,TCGA-G7-7501-01Z-00-DX1.9d079751-475f-4e04-9c64-e626d543439d.svs,1 | |
| 4f86dec5-34a7-4c11-9578-7e007a203cbf,TCGA-IA-A83W-01Z-00-DX1.5A3E52F6-F36B-462C-BEC2-C5B324F45E14.svs,0 | |
| 685a343d-c253-40e9-a53c-6521baf24f9f,TCGA-A4-7915-01Z-00-DX1.856b7fe5-bb58-48a4-a967-52d4e947a814.svs,0 | |
| 87ae9d51-7397-4dca-87a4-7b0f20321729,TCGA-P4-A5E8-01Z-00-DX1.71EDB6C0-3FA1-4380-BFDB-C1B757E83C3A.svs,1 | |
| 91a605b2-929a-44ce-8522-2ff793ddf82f,TCGA-BQ-5882-01Z-00-DX1.c360e990-452e-4621-bd79-fe1dabf15ed0.svs,0 | |
| 9626e62f-f984-463a-8ef3-677489191864,TCGA-SX-A7SS-01Z-00-DX1.8D9E6599-DA42-4F5B-93FF-08CBDCC77591.svs,0 | |
| a7c1d88a-d3a2-4232-a0df-3bd48fc27cc0,TCGA-SX-A71R-01Z-00-DX1.0B4C4C57-1759-4416-85B3-EB52CD181AFA.svs,0 | |
| b87bc182-b1c7-4e8d-a34b-704431b1d8d0,TCGA-4A-A93Y-01Z-00-DX1.AEA9169D-99CD-4107-B7FE-A58D6BD85758.svs,0 | |
| c793250d-1553-48e1-b6b2-aaffdfe5d39b,TCGA-BQ-5878-01Z-00-DX1.13772b1c-0b67-4ce8-84b2-9c516f67a744.svs,1 | |
| db882417-af3c-4a86-9004-f7e943798409,TCGA-G7-A8LD-01Z-00-DX1.1CC1D9FD-11D7-4E38-8AB7-34BF23C95D65.svs,1 | |
| d80f601b-1064-4ff0-9c51-7f6afb22d1f5,TCGA-A4-A57E-01Z-00-DX1.364D4762-64D9-4F71-8E33-1F6B058054F2.svs,0 | |
| f085f014-2690-4ff0-910a-89176c78cfc9,TCGA-UZ-A9PX-01Z-00-DX1.C02621B3-65B6-48A6-A291-889A685A1403.svs,0 | |
| f0c2cc3e-afdc-41b0-a892-3c0c00da5bc7,TCGA-SX-A7SP-01Z-00-DX1.093B9AC2-423B-4E58-BDD9-47FD5A6EA94A.svs,0 | |
| 36182304-2db7-446a-929c-7e43a47d863a,TCGA-BQ-7056-01Z-00-DX1.33a679b4-c0cc-4d96-bcc0-f8c62cf1ae3c.svs,0 | |
| 03301d0d-efee-4087-9fff-d1d4f53a924c,TCGA-BQ-5887-01Z-00-DX1.53c6100e-4ce4-4863-a987-ee0fe30f2e01.svs,0 | |
| 11d7cf4d-4ad2-4ce7-a1ac-3b729a8d566e,TCGA-G7-6795-01Z-00-DX1.3467ceec-438d-49a2-8396-018ff67a1060.svs,0 | |
| 5ee039ec-3414-4fb8-8299-0c8c5198a1eb,TCGA-2Z-A9JO-01Z-00-DX1.FAD98648-643A-40A0-8D93-5A0582812268.svs,0 | |
| 672fe335-42ed-4a86-9953-c8862a081c24,TCGA-BQ-7050-01Z-00-DX1.73bc7fb6-4eaf-464c-848a-61c0a9827251.svs,0 | |
| 635fedd0-4daf-4d97-958a-3e0f49c1a708,TCGA-BQ-5889-01Z-00-DX1.006cf530-5534-4183-bef6-17e038dc98d8.svs,1 | |
| 6eb010c4-c906-42d4-894d-8b47de90e023,TCGA-KV-A74V-01Z-00-DX1.1B0131DE-9BDF-4BC8-BEB8-64C5AAD1D284.svs,0 | |
| 851a1157-e460-4794-8534-2eb6f0ae7468,TCGA-2Z-A9J1-01Z-00-DX1.07E7992F-1AC5-4E34-8A4E-E5AB0A18EA46.svs,0 | |
| 7d0dbcb3-d024-4c20-a545-430c0d067fda,TCGA-F9-A97G-01Z-00-DX1.AD772BDA-5C18-43B1-A337-7FF6E09A9DB6.svs,0 | |
| 94394c85-6a69-4553-b1ee-c2364d5b4dd1,TCGA-F9-A8NY-01Z-00-DX1.37B2C4DC-A40B-4751-9A86-679045AA07B1.svs,1 | |
| 9fc40b03-0b56-4b1f-93ed-dbc455ae3fd9,TCGA-AL-3466-01Z-00-DX2.8E4372BE-42C2-4FD7-9CD8-78CC66E3E434.svs,1 | |
| 9fc40b03-0b56-4b1f-93ed-dbc455ae3fd9,TCGA-AL-3466-01Z-00-DX1.938976FB-8A0A-426B-B673-7C485D28ADF6.svs,1 | |
| a7bf785f-0539-4899-ac21-47d1fc347ee8,TCGA-AL-3473-01Z-00-DX2.B1F73FC7-01EA-4B25-851F-A51B389DAA4A.svs,0 | |
| cfbeefdc-667f-4df0-967f-74b625f0d96a,TCGA-A4-7583-01Z-00-DX1.c958bf2d-ad61-4b21-93fd-afb5ac110e55.svs,0 | |
| d4c9fd69-d447-4607-be1e-2b5f7ec15f90,TCGA-BQ-5891-01Z-00-DX1.8e19c5b6-693e-4f65-b1ce-ab1e9ca960ec.svs,0 | |
| deace3d5-26fc-44d3-9f39-b5cde2c94152,TCGA-4A-A93X-01Z-00-DX1.A80225A4-9C74-4920-ADFC-7163719FB0BA.svs,1 | |
| f24b772a-147e-4889-be23-e4ea10824d66,TCGA-GL-7966-01Z-00-DX1.D53E267B-BC0D-43A7-8E89-FCCC2BD5380C.svs,1 | |
| 094dbc57-e3a4-4319-8964-f29a06bd0203,TCGA-Y8-A897-01Z-00-DX1.2FE4B0F6-6BC3-4238-A7C5-B1B74884193C.svs,0 | |
| 847865ca-9cf4-414b-bf59-a55965f37ec6,TCGA-J7-8537-01Z-00-DX1.B12AEE27-040A-477F-86D2-58F0CEA38456.svs,1 | |
| 234a072c-f473-41bc-9d7a-39e0f949f7a5,TCGA-UZ-A9PM-01Z-00-DX1.059B869D-B4B4-45FE-BEFC-AA2896122C83.svs,0 | |
| 2d813726-b8a6-4719-9323-a7496547e156,TCGA-BQ-7045-01Z-00-DX1.787c4448-040f-42f3-a51e-6564a935a5b6.svs,0 | |
| 52495119-a052-4749-bed4-d4c81a6c3fb2,TCGA-BQ-5888-01Z-00-DX1.77e4e7b3-2515-464f-97cc-21be0dda33e5.svs,0 | |
| 44598068-5220-4287-adad-0b4c3e21dc4b,TCGA-Y8-A8RZ-01Z-00-DX1.30EA1B30-C162-40D8-AB23-A5405502B709.svs,0 | |
| 56f883d7-3ce1-47be-a581-f7337d06d359,TCGA-A4-A5Y1-01Z-00-DX1.810C9823-203E-4C83-8CFC-49DDB724BCFC.svs,1 | |
| 64b35577-c430-4f11-8a34-965921e3a37d,TCGA-IA-A40U-01Z-00-DX1.6E395B5D-0460-41A6-B550-A068A9C7D744.svs,0 | |
| 66e2fda4-23de-49c6-bb89-82e9edc56e4b,TCGA-P4-AAVK-01Z-00-DX1.D23DE669-A54A-4921-AB4C-398A2ED7CB93.svs,1 | |
| e3d519cf-7727-4ae1-92d1-156f5add1701,TCGA-UZ-A9PQ-01Z-00-DX1.C2CB0E94-2548-4399-BCAB-E4D556D533EF.svs,1 | |