Bayesian inference for functional dynamics exploring in fMRI data

DOI10.1155/2016/3279050zbMath1348.92096OpenAlexW2292692467WikidataQ26749109 ScholiaQ26749109MaRDI QIDQ332912

Xuan Guo, Yi Pan, Guantao Chen, Jing Zhang, Le Chen, Bing Liu

Publication date: 9 November 2016

Published in: Computational \& Mathematical Methods in Medicine (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2016/3279050

zbMATH Keywords

Bayesian inferencefunctional magnetic resonance imagingBayesian connectivity change point modelBayesian magnitude change point modeldynamic Bayesian variable partition model

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Biomedical imaging and signal processing (92C55)

Related Items

Depression disorder classification of fMRI data using sparse low-rank functional brain network and graph-based features

Uses Software

• BayesDA

Cites Work

• Inference from iterative simulation using multiple sequences
• Unnamed Item