Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 (eBook, PDF)

25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part IV
Redaktion: Wang, Linwei; Li, Shuo; Speidel, Stefanie; Fletcher, P. Thomas; Dou, Qi

• Format: PDF

Produktbeschreibung

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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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 751
• Erscheinungstermin: 15. September 2022
• Englisch
• ISBN-13: 9783031164408
• Artikelnr.: 65737159

Inhaltsangabe

Microscopic image analysis.- positron emission tomography.- ultrasound imaging.- video data analysis; image segmentation I.

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