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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

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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

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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

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Evaluation of the Combined Deep Learning Networks Using Mask R-CNN and ResNet50 Classification for Detection and Diagnosis of Breast Cancer on MRI

Author:Yang Zhang Yan-Lin Liu Ke Nie Jiejie Zhou Zhongwei Chen Jeon-Hor Chen Meihao Wang Min-Ying Su

Session Type:Online Gather.town Pitches

Session Date:Tuesday, 10 May 2022

Topic:Module 19: Genitourinary & Women's Imaging

Session Name:Genitourinary & Women's Imaging III

Program Number:4013

Room Session:2

Institution:Rutgers-Cancer Institute of New Jersey, Robert Wood Johnson Medical School The First Affiliated Hospital of Wenzhou Medical University University of California

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Mammography Lesion ROI Drawing Guided by Breast MRI MIP to Extract Features from Corresponding Lesions to Build Radiomics Diagnostic Models

Author:Yan-Lin Liu Zhongwei Chen Youfan Zhao Yang Zhang Jiejie Zhou Jeon-Hor Chen Ke Nie Meihao Wang Min-Ying Su

Session Type:Online Gather.town Pitches

Session Date:Monday, 09 May 2022

Topic:Module 5: Machine Learning/Artificial Intelligence

Session Name:Machine Learning & Artificial Intelligence II

Program Number:3461

Room Session:5

Institution:Rutgers-Cancer Institute of New Jersey, Robert Wood Johnson Medical School The First Affiliated Hospital of Wenzhou Medical University University of California

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

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

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

Evaluation of the Combined Deep Learning Networks Using Mask R-CNN and ResNet50 Classification for Detection and Diagnosis of Breast Cancer on MRI

Mammography Lesion ROI Drawing Guided by Breast MRI MIP to Extract Features from Corresponding Lesions to Build Radiomics Diagnostic Models