Medical Image Computing and Computer Assisted Intervention – MICCAI 2023

26th International Conference, Vancouver, BC, Canada, October 8–12, 2023, Proceedings, Part I

Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (Herausgeber)

Buch | Softcover

XXXVIII, 785 Seiten

2023 | 1st ed. 2023
Springer International Publishing (Verlag)
978-3-031-43906-3 (ISBN)

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The ten-volume set LNCS 14220, 14221, 14222, 14223, 14224, 14225, 14226, 14227, 14228, and 14229 constitutes the refereed proceedings of the 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023, which was held in Vancouver, Canada, in October 2023.

The 730 revised full papers presented were carefully reviewed and selected from a total of 2250 submissions. The papers are organized in the following topical sections:

Part I: Machine learning with limited supervision and machine learning - transfer learning;

Part II: Machine learning - learning strategies; machine learning - explainability, bias, and uncertainty;

Part III: Machine learning - explainability, bias and uncertainty; image segmentation;

Part IV: Image segmentation;

Part V: Computer-aided diagnosis;

Part VI: Computer-aided diagnosis; computational pathology;

Part VII: Clinical applications - abdomen; clinical applications - breast; clinical applications - cardiac; clinical applications - dermatology; clinical applications - fetal imaging; clinical applications - lung; clinical applications - musculoskeletal; clinical applications - oncology; clinical applications - ophthalmology; clinical applications - vascular;

Part VIII: Clinical applications - neuroimaging; microscopy;

Part IX: Image-guided intervention, surgical planning, and data science;

Part X: Image reconstruction and image registration.

Machine learning with limited supervision.- machine learning - transfer learning.

Erscheinungsdatum	04.10.2023
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XXXVIII, 785 p. 240 illus., 227 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	1240 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Schlagworte	Animation • Applied Computing • Computational Biology • Computer Graphics • computer vision • Computing Methodologies • cross-computing tools and techniques • Decision Support Systems • image and video acquisition • life and medical sciences • machine learning • Shape modeling
ISBN-10	3-031-43906-6 / 3031439066
ISBN-13	978-3-031-43906-3 / 9783031439063
Zustand	Neuware