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Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 = 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VIII /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Medical Image Computing and Computer Assisted Intervention – MICCAI 2022/ edited by Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li.
其他題名:	25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VIII /
其他作者:	Li, Shuo.
面頁冊數:	XLI, 740 p. 336 illus., 210 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Image Processing. -
電子資源:	https://doi.org/10.1007/978-3-031-16452-1
ISBN:	9783031164521

Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 = 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VIII /
Medical Image Computing and Computer Assisted Intervention – MICCAI 202225th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VIII /[electronic resource] :edited by Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li. - 1st ed. 2022. - XLI, 740 p. 336 illus., 210 illus. in color.online resource. - Lecture Notes in Computer Science,134381611-3349 ;. - Lecture Notes in Computer Science,9324.

Machine learning – weakly-supervised learning -- machine learning – model interpretation -- machine learning – uncertainty -- machine learning theory and methodologies. .

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: 9783031164521

Standard No.: 10.1007/978-3-031-16452-1doiSubjects--Topical Terms:

669795
Image Processing.

LC Class. No.: TA1637-1638

Dewey Class. No.: 621.382

Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 = 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VIII /
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