{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T06:16:07Z","timestamp":1779344167731,"version":"3.51.4"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T00:00:00Z","timestamp":1775606400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T00:00:00Z","timestamp":1775606400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,4,8]]},"DOI":"10.1109\/isbi61048.2026.11515940","type":"proceedings-article","created":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T19:48:46Z","timestamp":1779306526000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["Self-Supervised Learning for Single Cell Large Scale Neuroimaging"],"prefix":"10.1109","author":[{"given":"M.","family":"Giraud","sequence":"first","affiliation":[{"name":"Institut Polytechnique de Paris,Laboratoire d&#x0027;Optique et Biosciences, CNRS, Inserm, Ecole Polytechnique,Palaiseau,France,91120"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"H.","family":"Blanc","sequence":"additional","affiliation":[{"name":"Institut Polytechnique de Paris,Laboratoire d&#x0027;Optique et Biosciences, CNRS, Inserm, Ecole Polytechnique,Palaiseau,France,91120"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"P.","family":"Mahou","sequence":"additional","affiliation":[{"name":"Institut Polytechnique de Paris,Laboratoire d&#x0027;Optique et Biosciences, CNRS, Inserm, Ecole Polytechnique,Palaiseau,France,91120"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G.","family":"Kaddour","sequence":"additional","affiliation":[{"name":"Institut de la Vision,Sorbonne Universit&#x00E9;, INSERM, CNRS,Paris,France,75012"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"C.","family":"Caporal","sequence":"additional","affiliation":[{"name":"Institut Polytechnique de Paris,Laboratoire d&#x0027;Optique et Biosciences, CNRS, Inserm, Ecole Polytechnique,Palaiseau,France,91120"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G. Le","family":"Dr\u00e9au","sequence":"additional","affiliation":[{"name":"Institut de la Vision,Sorbonne Universit&#x00E9;, INSERM, CNRS,Paris,France,75012"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.","family":"Livet","sequence":"additional","affiliation":[{"name":"Institut de la Vision,Sorbonne Universit&#x00E9;, INSERM, CNRS,Paris,France,75012"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"E.","family":"Beaurepaire","sequence":"additional","affiliation":[{"name":"Institut Polytechnique de Paris,Laboratoire d&#x0027;Optique et Biosciences, CNRS, Inserm, Ecole Polytechnique,Palaiseau,France,91120"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A.","family":"Chessel","sequence":"additional","affiliation":[{"name":"Institut Polytechnique de Paris,Laboratoire d&#x0027;Optique et Biosciences, CNRS, Inserm, Ecole Polytechnique,Palaiseau,France,91120"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"1597","article-title":"A simple framework for contrastive learning of visual representations","volume-title":"International Conference on Machine Learning","author":"Chen","year":"2020"},{"key":"ref2","author":"Oquab","year":"2023","journal-title":"Dinov2: Learning robust visual features without supervision"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/nature06293"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-019-09552-9"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101840"},{"issue":"5","key":"ref7","first-page":"1259","article-title":"Surprising effectiveness of semisupervised learning for medical image classification","volume":"39","author":"Tajbakhsh","year":"2020","journal-title":"IEEE Transactions on Medical Imaging"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01549"},{"key":"ref9","author":"Dai","year":"2025","journal-title":"Exploring non-contrastive self-supervised representation learning for image-based profiling"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00951"},{"key":"ref11","article-title":"A comprehensive survey on deep semi-supervised learning for medical image segmentation","author":"Gao","year":"2024","journal-title":"IEEE Transactions on Medical Imaging"},{"key":"ref12","first-page":"9085","article-title":"Learning to cluster faces on an affinity graph","volume-title":"Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition","author":"Ji","year":"2019"},{"key":"ref13","article-title":"Unsupervised semantic segmentation by distilling feature correspondences","volume-title":"International Conference on Learning Representations","author":"Hamilton","year":"2022"},{"key":"ref14","first-page":"402","article-title":"Tokencut: Segmenting objects in images and videos with self-supervised transformer and normalized cut","volume-title":"European Conference on Computer Vision","author":"Wang","year":"2022"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00305"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2013.12.016"},{"key":"ref17","first-page":"106980","article-title":"BiaPy: A framework for self-supervised and supervised learning in bioimage analysis","volume":"161","author":"Gonz\u00e1lez","year":"2023","journal-title":"Computers in Biology and Medicine"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s12311-015-0724-2"},{"key":"ref19","article-title":"Partial fine-tuning: A successor to full fine-tuning for vision transformers","volume-title":"Conference on Computer Vision and Pattern Recognition Workshops","author":"Ye","year":"2023"},{"key":"ref20","article-title":"Boundary-aware clustering for unsupervised image segmentation","volume-title":"European Conference on Computer Vision, ECCV 2024","author":"Li","year":"2024"},{"key":"ref21","first-page":"16257","article-title":"Pseudo-label refinement for self-supervised semantic segmentation","volume-title":"Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition","author":"Cutler","year":"2022"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.02356"},{"key":"ref23","volume-title":"Does dinov3 set a new medical vision standard? benchmarking 2d and 3d classification, segmentation, and registration","author":"Liu","year":"2026"}],"event":{"name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","location":"London, United Kingdom","start":{"date-parts":[[2026,4,8]]},"end":{"date-parts":[[2026,4,11]]}},"container-title":["2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11515282\/11515297\/11515940.pdf?arnumber=11515940","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T05:59:30Z","timestamp":1779343170000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11515940\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,8]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/isbi61048.2026.11515940","relation":{},"subject":[],"published":{"date-parts":[[2026,4,8]]}}}