Description
Reconstruction, Segmentation, and Analysis of Medical Images, 1st ed. 2017
First International Workshops, RAMBO 2016 and HVSMR 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers
Image Processing, Computer Vision, Pattern Recognition, and Graphics Series
Coordinators: Zuluaga Maria A., Bhatia Kanwal, Kainz Bernhard, Moghari Mehdi H., Pace Danielle F.
Language: English
Keywords
Computer Science; Informatics; life and medical sciences; machine learning; modeling and simulation; reconstruction; segmentation; 3D cardiac MRI; applied computing; automatic segmentation; cardiac image segmentation; computing methodologies; image analysis; deep learning; image analysis; magnetic resonance imaging; motion; random forest; registration; super-resolution reconstruction; tagged MRI; tissue maps; total variation
Support: Print on demand
Description
/li>Contents
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This book constitutes the refereed proceedings of two workshops held at the 19th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016, in Athens, Greece, in October 2016: the First International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2016, and the First International Workshop on Whole-Heart and Great Vessel Segmentation from 3D Cardiovascular MRI in Congenital Heart Disease, HVSMR 2016.
The 17 revised regular papers presented in this book were carefully reviewed and selected from a total of 21 submissions. The papers cover following topics: Registration; Reconstruction; Deep learning for heart segmentation; Discrete optimization and probabilistic intensity modeling; Atlas-based strategies; Random forests.
