UID:
almahu_9949372071702882
Format:
XXXIX, 740 p. 226 illus., 210 illus. in color.
,
online resource.
Edition:
1st ed. 2022.
ISBN:
9783031164521
Series Statement:
Lecture Notes in Computer Science, 13438
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:
Machine learning - weakly-supervised learning -- machine learning - model interpretation -- machine learning - uncertainty -- machine learning theory and methodologies. .
In:
Springer Nature eBook
Additional Edition:
Printed edition: ISBN 9783031164514
Additional Edition:
Printed edition: ISBN 9783031164538
Language:
English
DOI:
10.1007/978-3-031-16452-1
URL:
https://doi.org/10.1007/978-3-031-16452-1
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