W
W. B. Liu
Publications - 2
Citations - 258
W. B. Liu is an academic researcher. The author has contributed to research in topics: Bayesian probability & Magnetic resonance imaging. The author has an hindex of 1, co-authored 1 publications receiving 258 citations.
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Journal Article
On Bayesian analysis of mixtures with an unknown number of components. Discussion. Author's reply
S. Richardson,Peter H.R. Green,Christian P. Robert,M. Aitkin,David Cox,M. Stephens,A. Polymenis,Walter R. Gilks,A. Nobile,M. Hodgson,Anthony O'Hagan,N. T. Longford,A. P. Dawid,Anthony C. Atkinson,José M. Bernardo,Julian Besag,Stephen Brooks,S. Byers,Adrian E. Raftery,Gilles Celeux,R. C. H. Cheng,W. B. Liu,Y.-H. Chien,Edward I. George,Noel A Cressie,H.-C. Huang,M.-A. Gruet,S. C. Heath,Christopher Jennison,Andrew B. Lawson,A. Clark,Geoffrey J. McLachlan,D. Peel,Kerrie Mengersen,A. George,A. Philippe,K. Roeder,Larry Wasserman,P. Schlattmann,D. Böhning,D. M. Titterington,H. Tong,Mike West +42 more
TL;DR: In this paper, a hierarchical prior model is proposed to deal with weak prior information while avoiding the mathematical pitfalls of using improper priors in the mixture context, and a sample from the full joint distribution of all unknown variables is generated, which can be used as a basis for a thorough presentation of many aspects of the posterior distribution.
Journal ArticleDOI
White Matter Segmentation in Brain MR Images of Premature Infants using Deep Learning Model
W. B. Liu,Fangyan Ye,Rui Yan +2 more
TL;DR: In this article , a deep learning based approach is proposed to segment the white matter region of premature infants, which is the most common form of brain injury in premature infants and is highly associated with poor brain development.