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Titlebook: Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014; 17th International C Polina Golland,Nobuhiko Hata,Robert Howe Con

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Bayesian Principal Geodesic Analysis in Diffeomorphic Image Registrationalyses. In this paper, we present a generative Bayesian approach for automatic dimensionality reduction of shape variability represented through diffeomorphic mappings. To achieve this, we develop a latent variable model for principal geodesic analysis (PGA) that provides a probabilistic framework f
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New Partial Volume Estimation Methods for MRI MP2RAGElity include receive field (RF) inhomogeneity and partial volume (PV) effects which arise when a voxel contains two different tissues, introducing blurring. The novel Magnetization-Prepared 2 Rapid Acquisition Gradient Echoes (MP2RAGE) provides an image robust to RF inhomogeneity. However, PV effect
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,-Relaxometry for Myelin Water Fraction Extraction Using Wald Distribution and Extended Phase Graphosis and Schizophrenia. For the last two decades, .. relaxometry based on multi-exponential fitting to a single slice multi-echo sequence has been the most common MRI technique for myelin water fraction (MWF) mapping, where the short .. is associated with myelin water. However, modeling the spectrum
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978-3-319-10442-3Springer International Publishing Switzerland 2014
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