Bayesian modeling with locally adaptive prior parameters in small animal imaging

Medical images are hampered by noise and relatively low resolution, which create a bottleneck in obtaining accurate and precise measurements of living organisms. Noise suppression and resolution enhancement are two examples of inverse problems. The aim of this study is to develop novel and robust es...

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Bibliographic Details

Published in:	Frontiers in Nuclear Medicine
Main Authors:	Muyang Zhang, Robert G. Aykroyd, Charalampos Tsoumpas
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-03-01
Subjects:	Bayesian modeling inhomogeneous parameter image processing Markov random field Markov chain Monte Carlo
Online Access:	https://www.frontiersin.org/articles/10.3389/fnume.2025.1508816/full