03247nam a22005535i 4500 978-3-031-55088-1 DE-He213 20251030111509.0 cr nn 008mamaa 240311s2024 sz | s |||| 0|eng d 9783031550881 978-3-031-55088-1 10.1007/978-3-031-55088-1 doi QA75.5-76.95 UY bicssc COM000000 bisacsh UY thema Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology [electronic resource] : 5th MICCAI Workshop, GRAIL 2023 and 1st MICCAI Challenge, OCELOT 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, September 23, and October 4, 2023, Proceedings / edited by Seyed-Ahmad Ahmadi, Sérgio Pereira. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XII, 172 p. 51 illus., 45 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture Notes in Computer Science, 1611-3349 ; 14373 Artificial intelligence. - Machine learning -- Modeling and simulation -- Life and medical sciences -- Design and analysis of algorithms -- Medical Imaging -- Image Segmentation -- Digital Pathology -- Health Informatics -- Geometric Deep Learning -- Graph Analytics. This LNCS conference volume constitutes the proceedings of the MICCAI Workshop GRAIL 2023 and MICCAI Challenge OCELOT 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, September 23, and October 4, 2023. The 9 full papers (GRAIL 2023) and 6 full papers (OCELOT 2023) included in this volume were carefully reviewed and selected from GRAIL 14 (GRAIL 2023) and 6 (OCELOT 2023) submissions. The conference GRAIL 2023 a wide set of methods and application and OCELOT 2023 focuses on the cover a wide range of methods utilizing tissue information for better cell detection, in the sense of training strategy, model architecture, and especially how to model cell-tissue relationships. Computer science. 58552 Artificial intelligence. 58441 Machine learning. 55059 Computer Science. 58552 Artificial Intelligence. 58441 Machine Learning. 55059 Ahmadi, Seyed-Ahmad. editor. edt http://id.loc.gov/vocabulary/relators/edt 72740 Pereira, Sérgio. editor. edt http://id.loc.gov/vocabulary/relators/edt 72741 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031550874 Printed edition: 9783031550898 Lecture Notes in Computer Science, 1611-3349 ; 14373 https://doi.org/10.1007/978-3-031-55088-1 ZDB-2-SCS ZDB-2-SXCS ZDB-2-LNC 58213 58213