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Medical Image Computing and Computer Assisted Intervention – MICCAI 2022

53,49 €*

Sofort verfügbar, Lieferzeit: 1-3 Tage

Produktnummer: 18d74c99e68e6746428eefb047c604fa11
Themengebiete: artificial intelligence computer-aided diagnostics and therapeutics computer assisted interventions computer networks computer systems computer vision deep learning image analysis image enhancement image processing
Veröffentlichungsdatum: 14.09.2022
EAN: 9783031164316
Sprache: Englisch
Seitenzahl: 768
Produktart: Unbekannt
Herausgeber: Dou, Qi Fletcher, P. Thomas Li, Shuo Speidel, Stefanie Wang, Linwei
Verlag: Springer International Publishing
Untertitel: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part I
Produktinformationen "Medical Image Computing and Computer Assisted Intervention – MICCAI 2022"
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.

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