Graphs in Biomedical Image Analysis

£44.99

Graphs in Biomedical Image Analysis

6th International Workshop, GRAIL 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings

Computer science Artificial intelligence Machine learning

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Collection: Lecture Notes in Computer Science

Language: English

Published by: Springer

Published on: 1st March 2025

Format: LCP-protected ePub

ISBN: 9783031832437


Proceedings Overview

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.

Topics Covered

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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