UID:
almahu_9949372071902882
Format:
XL, 751 p. 231 illus.
,
online resource.
Edition:
1st ed. 2022.
ISBN:
9783031164408
Series Statement:
Lecture Notes in Computer Science, 13434
Content:
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. .
Note:
Microscopic image analysis -- positron emission tomography -- ultrasound imaging -- video data analysis; image segmentation I.
In:
Springer Nature eBook
Additional Edition:
Printed edition: ISBN 9783031164392
Additional Edition:
Printed edition: ISBN 9783031164415
Language:
English
DOI:
10.1007/978-3-031-16440-8
URL:
https://doi.org/10.1007/978-3-031-16440-8
