BayeSeg: Bayesian modeling for medical image segmentation with interpretable generalizability.

Gao, Shangqi; Zhou, Hangqi; Gao, Yibo; Zhuang, Xiahai

Gao, Shangqi; Zhou, Hangqi; Gao, Yibo; Zhuang, Xiahai.

Affiliation

Gao S; School of Data Science, Fudan University, Shanghai, 200433, China.
Zhou H; School of Data Science, Fudan University, Shanghai, 200433, China.
Gao Y; School of Data Science, Fudan University, Shanghai, 200433, China.
Zhuang X; School of Data Science, Fudan University, Shanghai, 200433, China. Electronic address: https://www.sdspeople.fudan.edu.cn/zhuangxiahai/.

Med Image Anal ; 89: 102889, 2023 10.

Article in En | MEDLINE | ID: mdl-37467643

Subject(s)

Heart; Neural Networks, Computer; Male; Humans; Bayes Theorem; Pelvis; Prostate; Image Processing, Computer-Assisted

Key words

Image segmentation; Interpretation and generalization; Statistical modeling; Variational Bayes

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Neural Networks, Computer / Heart Type of study: Prognostic_studies / Qualitative_research Limits: Humans / Male Language: En Journal: Med Image Anal Journal subject: DIAGNOSTICO POR IMAGEM Year: 2023 Document type: Article Affiliation country: China Country of publication: Netherlands

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