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Improved Bayesian Brain MR Image Segmentation by Incorporating Subspace-Based Spatial Prior into Deep Neural Networks

Author:Yunpeng Zhang  Huixiang Zhuang  Ziyu Meng  Ruihao Liu  Wen Jin  Wenli Li  Zhi-Pei Liang  Yao Li  

Session Type:Oral  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for Analysis, Post-Processing, Disease Diagnosis & Prediction  

Program Number:1375  

Room Session:701B  

Institution :Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign  School of Biomedical Engineering, Shanghai Jiao Tong University  Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champai  

Improved Bayesian Brain MR Image Segmentation by Incorporating Subspace-Based Spatial Prior into Deep Neural Networks

Author:Yunpeng Zhang  Huixiang Zhuang  Ziyu Meng  Ruihao Liu  Wen Jin  Wenli Li  Zhi-Pei Liang  Yao Li  

Session Type:Traditional Poster  

Session Date:Monday, 05 June 2023  

Session Name:AMPC Selected Abstracts  

Program Number:1375  

Room Session:Exhibition Halls D/E - For viewing only, no assign presentation times  

Institution :Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign  School of Biomedical Engineering, Shanghai Jiao Tong University  Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champai  

Improved Brain Lesion Detection by Integrating Subspace-based Deep Learning of Normal Intensity Distributions and Bayesian Hypothesis Testing

Author:Huixiang Zhuang  Yue Guan  Yi Ding  Yuhao Ma  Yunpeng Zhang  Ziyu Meng  Ruihao Liu  Zhi-Pei Liang  Yao Li  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Segmentation I  

Program Number:3587  

Room Session:Exhibition Halls D/E  

Institution :Shanghai Jiao Tong University  University of Illinois at Urbana-Champaign