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Wang / Dou / Li

Medical Image Computing and Computer Assisted Intervention - MICCAI 2022

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

Medium: Buch
ISBN: 978-3-031-16442-2
Verlag: Springer Nature Switzerland
Erscheinungstermin: 16.09.2022
Lieferfrist: bis zu 10 Tage

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.



Produkteigenschaften


  • Artikelnummer: 9783031164422
  • Medium: Buch
  • ISBN: 978-3-031-16442-2
  • Verlag: Springer Nature Switzerland
  • Erscheinungstermin: 16.09.2022
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2022
  • Serie: Lecture Notes in Computer Science
  • Produktform: Kartoniert
  • Gewicht: 1159 g
  • Seiten: 738
  • Format (B x H x T): 155 x 235 x 42 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Herausgeber

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