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Comparison between machine learning and radiologists’ readings for prediction of chemoradiation therapy response in rectal cancer using MRI

Author:Yang Zhang  Liming Shi  Weiwen Zhou  Xiaonan Sun  Salma Jabbour  Ning Yue  Min-Ying Su  Ke Nie  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 20: Cancer  

Session Name:Cancer I  

Program Number:3417  

Room Session:4  

Institution:Rutgers-Cancer Institute of New Jersey, Rutgers-Robert Wood Johnson Medical School  Sir Run Run Shaw Hospital, Zhejiang University School of Medicine  University of California  

Deep Learning Approaches Using Convolutional Neural Networks to Generate Synthetic CT from Spinal MRI for Radiotherapy Planning

Author:Yang Zhang  Farouk Nouizi  Ning Lang  Xiaoying Xing  Yongye Chen  Qizheng Wang  Enlong Zhang  Huishu Yuan  Ke Nie  Min-Ying Su  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 20: Cancer  

Session Name:Cancer I  

Program Number:3414  

Room Session:4  

Institution:Peking University Third Hospital  Rutgers-Cancer Institute of New Jersey, Rutgers-Robert Wood Johnson Medical School  University of California  

Deep-learning based rectal tumor localization and segmentation on multi-parametric MRI

Author:Yang Zhang  Liming Shi  Weiwen Zhou  Xiaonan Sun  Ning Yue  Min-Ying Su  Ke Nie  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 22: Processing & Analysis  

Session Name:Processing & Analysis IV  

Program Number:4077  

Room Session:3  

Institution:Rutgers-Cancer Institute of New Jersey, Rutgers-Robert Wood Johnson Medical School  Sir Run Run Shaw Hospital, Zhejiang University School of Medicine  University of California