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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:

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: