Medical Image Computing and Computer Assisted Intervention – MICCAI 2022: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VIII - Lecture Notes in Computer Science - - Books - Springer International Publishing AG - 9783031164514 - September 16, 2022
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2022: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VIII - Lecture Notes in Computer Science 1st ed. 2022 edition

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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.

740 pages, 210 Illustrations, color; 126 Illustrations, black and white; XLI, 740 p. 336 illus., 210

Media Books     Paperback Book   (Book with soft cover and glued back)
Released September 16, 2022
ISBN13 9783031164514
Publishers Springer International Publishing AG
Pages 740
Dimensions 150 × 220 × 10 mm   ·   1.18 kg
Language German  
Editor Dou, Qi
Editor Fletcher, P. Thomas
Editor Li, Shuo
Editor Speidel, Stefanie
Editor Wang, Linwei

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