Umfang:
1 Online-Ressource(XL, 805 p. 272 illus., 246 illus. in color.)
Ausgabe:
1st ed. 2022.
ISBN:
9783031164460
Serie:
Lecture Notes in Computer Science 13436
Inhalt:
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. .
Weitere Ausg.:
ISBN 9783031164453
Weitere Ausg.:
ISBN 9783031164477
Weitere Ausg.:
Erscheint auch als Druck-Ausgabe ISBN 9783031164453
Weitere Ausg.:
Erscheint auch als Druck-Ausgabe ISBN 9783031164477
Sprache:
Englisch
DOI:
10.1007/978-3-031-16446-0
