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Medical Image Computing and Computer Assisted Intervention - Miccai 2020: 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, P

Contributor(s): Martel, Anne L (Editor), Abolmaesumi, Purang (Editor), Stoyanov, Danail (Editor), Mateus, Diana (Editor), Zuluaga, Maria A (Editor), Zhou, S Kevin (Editor), Racoceanu, Daniel (Editor), Joskowicz, Leo (Editor)

ISBN: 9783030597214

Publisher: Springer

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Pub Date: October 3, 2020

Lexile Code: 0000

Features: Annotated, Illustrated

Target Age Group: NA to NA

Physical Info: 1.69" H x 9.21" L x 6.14" W ( 2.58 lbs) 811 pages

Series: Lecture Notes in Computer Science

Descriptions, Reviews, etc.

Description:

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

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