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Medical Image Computing and Computer Assisted Intervention MICCAI 2022: 25th International Conference, Singapore, September 1822, 2022, Proceedings, Part VII 1st ed. 2022 [Mīkstie vāki]

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  • Formāts: Paperback / softback, 779 pages, height x width: 235x155 mm, weight: 1240 g, 228 Illustrations, color; 10 Illustrations, black and white; XLI, 779 p. 238 illus., 228 illus. in color., 1 Paperback / softback
  • Sērija : Lecture Notes in Computer Science 13437
  • Izdošanas datums: 17-Sep-2022
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3031164482
  • ISBN-13: 9783031164484
  • Mīkstie vāki
  • Cena: 46,91 €*
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  • Formāts: Paperback / softback, 779 pages, height x width: 235x155 mm, weight: 1240 g, 228 Illustrations, color; 10 Illustrations, black and white; XLI, 779 p. 238 illus., 228 illus. in color., 1 Paperback / softback
  • Sērija : Lecture Notes in Computer Science 13437
  • Izdošanas datums: 17-Sep-2022
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3031164482
  • ISBN-13: 9783031164484
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.

 
Image-Guided interventions and surgery.- outcome and disease
prediction.- surgical data science; surgical planning and simulation.-
machine learning domain adaptation and generalization.