Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data . (Lecture Notes in Computer Science, 13755)

ISBN 10: 3031232224 / ISBN 13: 9783031232220

Published by Springer, 2022

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Seller Inventory # I-9783031232220

Bibliographic Details

• Title: Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data . (Lecture Notes in Computer Science, 13755)
• Publisher: Springer
• Publication Date: 2022
• Language: English
• ISBN 10: 3031232224
• ISBN 13: 9783031232220
• Binding: Soft cover
• Condition: New

About this title

Synopsis

This book constitutes the refereed joint proceedings of the 1^st International Workshop on Ethical & Philosophical Issues in Medical Imaging (EPIMI 2022); the 12^th International Workshop on Multimodal Learning and Fusion Across Scales for Clinical Decision Support (ML-CDS 2022) and the 2^nd International Workshop on Topological Data Analysis for Biomedical Imaging (TDA4BiomedicalImaging 2022), held in conjunction with the 25th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2022, in Singapore, in September 2022.

EPIMI includes five short papers about various humanistic aspects of medical image computing and computer-assisted interventions. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning. The TDA papers focus on Topological Data Analysis: a collection of techniques and tools that have matured from an increasing interest in the role topologyplays in machine learning and data science.