Medical Image Computing and Computer Assisted Intervention – MICCAI 2022

25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part V

Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li (Herausgeber)

Buch | Softcover

XL, 738 Seiten

2022 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-031-16442-2 (ISBN)

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The eight-volume set LNCS 13431, 13432, 13433, 13434, 13435, 13436, 13437, and 13438 constitutes the refereed proceedings of the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, which was held in Singapore in September 2022.
The 574 revised full papers presented were carefully reviewed and selected from 1831 submissions in a double-blind review process. The papers are organized in the following topical sections:

Part I: Brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; heart and lung imaging; dermatology;

Part II: Computational (integrative) pathology; computational anatomy and physiology; ophthalmology; fetal imaging;

Part III: Breast imaging; colonoscopy; computer aided diagnosis;

Part IV: Microscopic image analysis; positron emission tomography; ultrasound imaging; video data analysis; image segmentation I;

Part V: Image segmentation II; integration of imaging with non-imaging biomarkers;

Part VI: Image registration; image reconstruction;

Part VII: Image-Guided interventions and surgery; outcome and disease prediction; surgical data science; surgical planning and simulation; machine learning - domain adaptation and generalization;

Part VIII: Machine learning - weakly-supervised learning; machine learning - model interpretation; machine learning - uncertainty; machine learning theory and methodologies.

Image segmentation II.- integration of imaging with non-imaging biomarkers.

Erscheinungsdatum	17.09.2022
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XL, 738 p. 253 illus., 224 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	1175 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Technik ► Elektrotechnik / Energietechnik
Schlagworte	Applications • Artificial Intelligence • Bioinformatics • Computer Science • computer vision • conference proceedings • Decision Support Systems • Image Analysis • image manipulation • Image Processing • Image Segmentation • Informatics • learning • machine learning • Medical Images • Medical image segmentation • Neural networks • Object recognition • object segmentation • pattern recognition • Research • segmentation methods • Signal Processing
ISBN-10	3-031-16442-3 / 3031164423
ISBN-13	978-3-031-16442-2 / 9783031164422
Zustand	Neuware