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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:

Diagnosis of Benign and Malignant Breast Lesions on DCE-MRI by Using Radiomics and Deep Learning with Consideration of Peri-Tumor Tissue

Author:Jiejie Zhou  Yang Zhang  Kai-Ting Chang  Kyoung Lee  Ouchen Wang  Jiance Li  Yezhi Lin  Zhifang Pan  Peter Chang  Daniel Chow  Meihao Wang  Min-Ying Su  

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

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Women's Imaging  

Session Name:Breast  

Program Number:0566  

Room Live Q&A Session:Tuesday Parallel 3  

Diagnosis of Non-Mass-Like Enhancement Lesions on DCE-MRI by Using Quantitative Radiomics and Radiologists’ BI-RADS Reading

Author:Meihao Wang  Yang Zhang  Jiejie Zhou  Haiwei Miu  Nina Xu  Xiaxia He  Shuxin Ye  Huiru Liu  Ouchen Wang  Jiance Li  Yezhi Lin  Min-Ying Su  

Institution:First Affiliate Hospital of Wenzhou Medical University  University of California, Irvine  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:2323  

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: