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Automatic Detection and Segmentation of Breast Cancer on MRI Using Mask R-CNN Trained on Non-Fat-Sat Images and Tested on Fat-Sat Images

Author:Yang Zhang  Jiejie Zhou  Youngjean Park  Siwa Chan  Meihao Wang  Min Jung Kim  Kai-Ting Chang  Peter Chang  Daniel Chow  Jeon-Hor Chen  Min-Ying Su  

Institution:First Affiliate Hospital of Wenzhou Medical University  Severance Hospital, Yonsei University College of Medicine  Taichung Tzu-Chi Hospital  University of California  E-Da Hospital and I-Shou University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Thoracic and Breast MRI  

Session Name:Breast (Machine Learning, Radiomics & Texture Analysis)  

Program Number:2318  

Room Live Q&A Session:

Comparison of Breast Cancer Diagnostic Performance Using Radiomics Models Built Based on Features Extracted from DCE-MRI and Mammography

Author:Jiejie Zhou  Yang Zhang  Kyoung Lee  Jeon-Hor Chen  Xiaxia He  Nina Xu  Shuxin Ye  Ouchen Wang  Jiance Li  Yezhi Lin  Meihao Wang  Min-Ying Su  

Institution:First Affiliate Hospital of Wenzhou Medical University  Inje University Seoul Paik Hospital  University of California  Wenzhou Medical University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Thoracic and Breast MRI  

Session Name:Breast (Machine Learning, Radiomics & Texture Analysis)  

Program Number:2321  

Room Live Q&A Session:

Deep learning for the detection and differentiation of vertebral fracture

Author:Yang Zhang  Lee-Ren Yeh  Jeon-Hor Chen  Ning Lang  Xiaoying Xing  Yongye Chen  Qizheng Wang  Peter Chang  Daniel Chow  Huishu Yuan  Min-Ying Su  

Institution:E-Da Hospital and I-Shou University  Peking University Third Hospital  University of California  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0247  

Room Live Q&A Session:Monday Parallel 4  

Differentiation of Breast Cancer Molecular Subtypes on DCE-MRI by Using Convolutional Neural Network with Transfer Learning

Author:Yang Zhang  Yezhi Lin  Siwa Chan  Jeon-Hor Chen  Jiejie Zhou  Daniel Chow  Peter Chang  Meihao Wang  Min-Ying Su  

Institution:First Affiliate Hospital of Wenzhou Medical University  Taichung Tzu-Chi Hospital  University of California  E-Da Hospital and I-Shou University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3526  

Room Live Q&A Session:

Radiomics and Machine Learning for Prediction of Recurrence in Meningiomas

Author:Ching-Chung Ko  Yang Zhang  Kai-Ting Chang  Jeon-Hor Chen  Min-Ying Su  

Institution:Chi Mei Medical Center  University of California  Chia Nan University of Pharmacy and Science  E-Da Hospital/I-Shou University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1907  

Room Live Q&A Session:

Radiomics Approach for Prediction of Recurrence in Pituitary Macroadenomas

Author:Ching-Chung Ko  Kai-Ting Chang  Yang Zhang  Jeon-Hor Chen  Min-Ying Su  

Institution:Chi Mei Medical Center  University of California  Chia Nan University of Pharmacy and Science  E-Da Hospital/I-Shou University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Tumour & Hemorrhage  

Program Number:1908  

Room Live Q&A Session: