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Fully-Bayesian spectral methods for imaging data

Medical imaging data with thousands of spatially-correlated data points are common in many fields. Methods that account for spatial correlation often require cumbersome matrix evaluations which are prohibitive for data of this size, and thus current work has either used low-rank approximations or an...

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Bibliographic Details
Published in:Biometrics
Main Authors: Reich, Brian J, Guinness, Joseph, Vandekar, Simon N, Shinohara, Russell T, Staicu, Ana-Maria
Format: Artigo
Language:Inglês
Published: 2017
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5874158/
https://ncbi.nlm.nih.gov/pubmed/28960245
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12782
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