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Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part II /

The seven-volume set LNCS 12261, 12262, 12263, 12264, 12265, 12266, and 12267 constitutes the refereed proceedings of the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, held in Lima, Peru, in October 2020. The conference was held virtually d...

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Corporate Author: SpringerLink (Online service)
Other Authors: Martel, Anne L. (Editor, http://id.loc.gov/vocabulary/relators/edt), Abolmaesumi, Purang. (Editor, http://id.loc.gov/vocabulary/relators/edt), Stoyanov, Danail. (Editor, http://id.loc.gov/vocabulary/relators/edt), Mateus, Diana. (Editor, http://id.loc.gov/vocabulary/relators/edt), Zuluaga, Maria A. (Editor, http://id.loc.gov/vocabulary/relators/edt), Zhou, S. Kevin. (Editor, http://id.loc.gov/vocabulary/relators/edt), Racoceanu, Daniel. (Editor, http://id.loc.gov/vocabulary/relators/edt), Joskowicz, Leo. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition:1st ed. 2020.
Series:Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 12262
Subjects:
Optical data processing.
Artificial intelligence.
Application software.
Education—Data processing.
Pattern recognition.
Bioinformatics.
Image Processing and Computer Vision.
Artificial Intelligence.
Computer Appl. in Social and Behavioral Sciences.
Computers and Education.
Pattern Recognition.
Computational Biology/Bioinformatics.
Online Access:https://doi.org/10.1007/978-3-030-59713-9
Summary:The seven-volume set LNCS 12261, 12262, 12263, 12264, 12265, 12266, and 12267 constitutes the refereed proceedings of the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, held in Lima, Peru, in October 2020. The conference was held virtually due to the COVID-19 pandemic. The 542 revised full papers presented were carefully reviewed and selected from 1809 submissions in a double-blind review process. The papers are organized in the following topical sections: Part I: machine learning methodologies Part II: image reconstruction; prediction and diagnosis; cross-domain methods and reconstruction; domain adaptation; machine learning applications; generative adversarial networks Part III: CAI applications; image registration; instrumentation and surgical phase detection; navigation and visualization; ultrasound imaging; video image analysis Part IV: segmentation; shape models and landmark detection Part V: biological, optical, microscopic imaging; cell segmentation and stain normalization; histopathology image analysis; opthalmology Part VI: angiography and vessel analysis; breast imaging; colonoscopy; dermatology; fetal imaging; heart and lung imaging; musculoskeletal imaging Part VI: brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; positron emission tomography.
Physical Description:XXXVII, 785 p. 258 illus., 228 illus. in color. online resource.
ISBN:9783030597139

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