Topology- and Graph-Informed Imaging Informatics

First International Workshop, TGI3 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings

Chao Chen, Yash Singh, Xiaoling Hu (Herausgeber)

Buch | Softcover

X, 148 Seiten

2024
Springer International Publishing (Verlag)
978-3-031-73966-8 (ISBN)

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This book constitutes the proceedings of the First International Workshop on Topology- and Graph-Informed Imaging Informatics, TGI3 2024, held in conjunction with the 27th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco in October 2024.

The 13 full papers presented here were carefully reviewed and selected. These papers focus on the application of Topological Data Analysis (TDA) techniques, along with other computational techniques, for summarizing, analyzing, quantifying, and visualizing complex medical data for a more effective and efficient analysis.

Erscheinungsdatum	12.10.2024
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	X, 148 p. 60 illus., 56 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Naturwissenschaften ► Chemie ► Analytische Chemie
	Technik
Schlagworte	biomedicine • Deep learning • Geometry • Graph • Medical Imaging • Mesh • Neuroscience • point cloud • shape analysis • Structure • topological data analysis • Topology • Visualization
ISBN-10	3-031-73966-3 / 3031739663
ISBN-13	978-3-031-73966-8 / 9783031739668
Zustand	Neuware