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Medical image computing and computer assisted intervention - MICCAI 202225th International Conference, Singapore, September 18-22, 2022 : proceedings.Part VII /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Medical image computing and computer assisted intervention - MICCAI 2022edited by Linwei Wang ... [et al.].
其他題名:	25th International Conference, Singapore, September 18-22, 2022 : proceedings.
其他題名:	MICCAI 2022
其他作者:	Wang, Linwei.
團體作者:
出版者:	Cham :Springer Nature Switzerland :2022.
面頁冊數:	xli, 779 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Diagnostic imagingCongresses.Data processing
電子資源:	https://doi.org/10.1007/978-3-031-16449-1
ISBN:	9783031164491$q(electronic bk.)

Medical image computing and computer assisted intervention - MICCAI 202225th International Conference, Singapore, September 18-22, 2022 : proceedings.Part VII /
Medical image computing and computer assisted intervention - MICCAI 202225th International Conference, Singapore, September 18-22, 2022 : proceedings.Part VII /[electronic resource] :MICCAI 2022edited by Linwei Wang ... [et al.]. - Cham :Springer Nature Switzerland :2022. - xli, 779 p. :ill., digital ;24 cm. - Lecture notes in computer science,134370302-9743 ;. - Lecture notes in computer science ;4891..

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

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.

ISBN: 9783031164491$q(electronic bk.)

Standard No.: 10.1007/978-3-031-16449-1doiSubjects--Topical Terms:

445765
Diagnostic imaging
--Data processing--Congresses.

LC Class. No.: RC78.7.D53 / I58 2022

Dewey Class. No.: 616.0754

Medical image computing and computer assisted intervention - MICCAI 202225th International Conference, Singapore, September 18-22, 2022 : proceedings.Part VII /
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