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Medical Image Computing and Computer Assisted Intervention - MICCAI 2022
25th International Conference, Singapore, September 18-22,2022, Proceedings, Part III, Lecture Notes in Computer Science 13433
ISBN/EAN: 9783031164361
Umbreit-Nr.: 6406211
Sprache:
Englisch
Umfang: xli, 795 S., 10 s/w Illustr., 226 farbige Illustr.
Format in cm:
Einband:
kartoniertes Buch
Erschienen am 16.09.2022
Auflage: 1/2022
- Zusatztext
- 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.