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Automatic AHA Classification of Carotid Atherosclerotic Lesions in Multicontrast MR Images using Deep Learning

Carotid Artery Localization and Lesion Classification on 3D-MERGE MRI using Neural Network and Object Tracking methods

Author:Li Chen  Huilin Zhao  Niranjan Balu  Xihai Zhao  Rui Li  Jianrong Xu  Thomas Hatsukami  Jenq-Neng Hwang  Chun Yuan  

Institution:Renji Hospital, School of Medicine, Shanghai Jiao Tong University   Tsinghua University School of Medicine  University of Washington  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 2  

Program Number:4812  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 94  

Carotid plaque composition segmentation in multi-contrast MRI with U-net

Author:Yin Guo  Jifan Li  Dingkun Liu  JIachen Ji  Shuo Chen  Xihai Zhao  Dongxiang Xu  Chun Yuan  Rui Li  

Institution:Tsinghua University  Tsinghua University  University of Washington  Yale University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2145  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 21  

Cerebral venous thrombus staging in a single magnetic resonance (MR) scan: A dual-contrast approach

Reconstruction of high undersampling rate images using a cascade of convolutional neural networks

Author:Xi Chen  Shuo Chen  Rui Li  

Institution:Beijing Institute of Technology  Tsinghua University  Tsinghua University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: A New Frontier  

Program Number:4667  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 124  

Relationship between morphology and hemodynamics of intracranial aneurysms: A preliminary study