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Bayesian and Graphical Models for Biomedical Imaging

Bayesian and Graphical Models for Biomedical Imaging

First International Workshop, Bambi 2014, Cambridge, Ma, USA, September 18, 2014, Revised Selected Papers

by M. Jorge CardosoDoina Precup Annemie Ribbens and others
Paperback
Publication Date: 02/10/2014

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N3 Bias Field Correction Explained as a Bayesian Modeling Method.- A Bayesian Approach to Distinguishing Interdigitated Muscles in the Tongue from Limited Diffusion Weighted Imaging.- Optimal Joint Segmentation and Tracking of Escherichia Coli in the Mother Machine.- Physiologically Informed Bayesian Analysis of ASL fMRI Data.- Bone Reposition Planning for Corrective Surgery Using Statistical Shape Model: Assessment of Differential Geometrical Features.- An Inference Language for Imaging.- An MRF-Based Discrete Optimization Framework for Combined DCE-MRI Motion Correction and Pharmacokinetic Parameter Estimation.- Learning Imaging Biomarker Trajectories from Noisy Alzheimer's Disease Data Using a Bayesian Multilevel Model.- Four Neuroimaging Questions that P-Values Cannot Answer (and Bayesian Analysis Can).- Spherical Topic Models for Imaging Phenotype Discovery in Genetic Studies.- A Generative Model for Automatic Detection of Resolving Multiple Sclerosis Lesions.

ISBN:
9783319122885
9783319122885
Category:
Graphical & digital media applications
Format:
Paperback
Publication Date:
02-10-2014
Language:
English
Publisher:
Springer
Country of origin:
United States
Dimensions (mm):
235x155mm
Weight:
2.29kg

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