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Bayesian and grAphical Models for Biomedical Imaging

First International Workshop, BAMBI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers

M Jorge Cardoso editor Ivor Simpson editor Tal Arbel editor Doina Precup editor Annemie Ribbens editor

Format:Paperback

Publisher:Springer International Publishing AG

Published:2nd Oct '14

Currently unavailable, and unfortunately no date known when it will be back

Bayesian and grAphical Models for Biomedical Imaging cover

This book constitutes the refereed proceedings of the First International Workshop on Bayesian and grAphical Models for Biomedical Imaging, BAMBI 2014, held in Cambridge, MA, USA, in September 2014 as a satellite event of the 17th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2014.
The 11 revised full papers presented were carefully reviewed and selected from numerous submissions with a key aspect on probabilistic modeling applied to medical image analysis. The objectives of this workshop compared to other workshops, e.g. machine learning in medical imaging, have a stronger mathematical focus on the foundations of probabilistic modeling and inference. The papers highlight the potential of using Bayesian or random field graphical models for advancing scientific research in biomedical image analysis or for the advancement of modeling and analysis of medical imaging data.

ISBN: 9783319122885

Dimensions: unknown

Weight: 2292g

131 pages

2014 ed.