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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

Produktform: E-Buch Text Elektronisches Buch in proprietärem

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.weiterlesen

Elektronisches Format: PDF

Sprache(n): Englisch

ISBN: 978-3-319-12289-2 / 978-3319122892 / 9783319122892

Verlag: Springer International Publishing

Erscheinungsdatum: 22.09.2014

Seiten: 131

Herausgegeben von M. Jorge Cardoso, Ivor Simpson, Tal Arbel, Doina Precup, Annemie Ribbens

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