Graphs in Biomedical Image Analysis

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6th International Workshop, GRAIL 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6,2024, Proceedings, Lecture Notes in Computer Science 15182

ISBN: 3031832426
ISBN 13: 9783031832420
Herausgeber: Seyed-Ahmad Ahmadi/Anees Kazi
Verlag: Springer Verlag GmbH
Umfang: xii, 142 S., 7 s/w Illustr., 37 farbige Illustr., 142 p. 44 illus., 37 illus. in color.
Erscheinungsdatum: 02.03.2025
Auflage: 1/2025
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 5113343 Kategorie:

Beschreibung

This book constitutes the refereed proceedings of the 6th International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2024, held in conjunction with MICCAI 2024, in Marrakesh, Morocco, on October 6, 2024. The 12 full papers included in this volume were carefully reviewed and selected from 19 submissions. The papers cover a wide range of topics, such as deep/machine learning on graphs; probabilistic graphical models for biomedical data analysis; signal processing on graphs for biomedical image analysis; explainable AI (XAI) methods in geometric deep learning; big data analysis with graphs; graphs for small data sets; semantic graph research in medicine; modeling and applications of graph symmetry/equivariance; or graph generative models.

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