{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T16:43:51Z","timestamp":1777567431971,"version":"3.51.4"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100005089","name":"Beijing Natural Science Foundation","doi-asserted-by":"publisher","award":["7242270"],"award-info":[{"award-number":["7242270"]}],"id":[{"id":"10.13039\/501100005089","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62171007"],"award-info":[{"award-number":["62171007"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61901018"],"award-info":[{"award-number":["61901018"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61906058"],"award-info":[{"award-number":["61906058"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["YWF-23-Q-1075"],"award-info":[{"award-number":["YWF-23-Q-1075"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["JZ2022HGTB0285"],"award-info":[{"award-number":["JZ2022HGTB0285"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Emergency Key Program of Guangzhou Laboratory","award":["EKPG21-32"],"award-info":[{"award-number":["EKPG21-32"]}]},{"name":"Joint Fund for Medical Artificial Intelligence","award":["MAI2023C014"],"award-info":[{"award-number":["MAI2023C014"]}]},{"name":"National Key Research and Development Program of China","award":["2021YFF1201004"],"award-info":[{"award-number":["2021YFF1201004"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2025,1]]},"DOI":"10.1109\/tmi.2024.3447672","type":"journal-article","created":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T18:30:21Z","timestamp":1724351421000},"page":"462-474","source":"Crossref","is-referenced-by-count":10,"title":["Self-Supervised Representation Distribution Learning for Reliable Data Augmentation in Histopathology WSI Classification"],"prefix":"10.1109","volume":"44","author":[{"given":"Kunming","family":"Tang","sequence":"first","affiliation":[{"name":"Image Processing Center, School of Astronautics, and Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8786-2540","authenticated-orcid":false,"given":"Zhiguo","family":"Jiang","sequence":"additional","affiliation":[{"name":"Image Processing Center, School of Astronautics, and Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-3029-398X","authenticated-orcid":false,"given":"Kun","family":"Wu","sequence":"additional","affiliation":[{"name":"Image Processing Center, School of Astronautics, and Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2945-7795","authenticated-orcid":false,"given":"Jun","family":"Shi","sequence":"additional","affiliation":[{"name":"School of Software, Hefei University of Technology, Hefei, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5681-2345","authenticated-orcid":false,"given":"Fengying","family":"Xie","sequence":"additional","affiliation":[{"name":"Image Processing Center, School of Astronautics, and Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2000-3255","authenticated-orcid":false,"given":"Wei","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Pathology, The First Affiliated Hospital of USTC, and the Intelligent Pathology Institute, Division of Life Sciences and Medicine, University of Science and Technology of China (USTC), Hefei, China"}]},{"given":"Haibo","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Pathology, The First Affiliated Hospital of USTC, and the Intelligent Pathology Institute, Division of Life Sciences and Medicine, University of Science and Technology of China (USTC), Hefei, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3302-0481","authenticated-orcid":false,"given":"Yushan","family":"Zheng","sequence":"additional","affiliation":[{"name":"Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s44222-023-00096-8"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ccell.2022.09.012"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s43018-022-00436-4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2017.14585"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-020-00682-w"},{"key":"ref6","first-page":"2136","article-title":"TransMIL: Transformer based correlated multiple instance learning for whole slide image classification","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Shao"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01824"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ccell.2022.07.004"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102645"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/s41698-023-00365-0"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.102824"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2023.3264781"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16434-7_4"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2024.3351213"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01567"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01111"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16434-7_19"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16434-7_10"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16434-7_41"},{"key":"ref20","first-page":"2127","article-title":"Attention-based deep multiple instance learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ilse"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01409"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-019-0508-1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref24","article-title":"An image is worth 16 \u00d7 16 words: Transformers for image recognition at scale","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Dosovitskiy"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.5555\/3524938.3525087"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5555\/3495724.3497510"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00975"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00951"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.101544"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.226"},{"key":"ref32","article-title":"Unsupervised representation learning by predicting image rotations","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Gidaris"},{"key":"ref33","first-page":"9912","article-title":"Unsupervised learning of visual features by contrasting cluster assignments","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Caron"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00344"},{"key":"ref35","article-title":"Data augmentation generative adversarial networks","author":"Antoniou","year":"2017","journal-title":"arXiv:1711.04340"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01220"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/tai.2024.3454591"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI53787.2023.10230723"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02292"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43987-2_46"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/technologies9010002"},{"key":"ref42","first-page":"766","article-title":"Discriminative unsupervised feature learning with convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"27","author":"Dosovitskiy"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00393"},{"key":"ref44","article-title":"Unsupervised semantic segmentation by distilling feature correspondences","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Hamilton"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01872"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00674"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01549"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00696"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43987-2_69"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.167"},{"key":"ref51","article-title":"A critical analysis of self-supervision, or what we can learn from a single image","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Asano"},{"key":"ref52","article-title":"Improved baselines with momentum contrastive learning","author":"Chen","year":"2020","journal-title":"arXiv:2003.04297"},{"key":"ref53","article-title":"Tutorial on variational autoencoders","author":"Doersch","year":"2016","journal-title":"arXiv:1606.05908"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00950"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3422622"},{"issue":"11","key":"ref56","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"Van der Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2024.103163"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/42\/10820125\/10643565.pdf?arnumber=10643565","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,3]],"date-time":"2025-01-03T19:26:20Z","timestamp":1735932380000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10643565\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1]]},"references-count":57,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2024.3447672","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,1]]}}}