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Automatic Search in Breast MRI Dataset For Detection of Suspicious Lesions Using Mask R-CNN

Author:Yang Zhang  Kai-Ting Chang  Siwa Chan  Peter Chang  Daniel Chow  Jeon-Hor Chen  Min-Ying Su  

Institution:Taichung Tzu-Chi Hospital  University of California  E-Da Hospital and I-Shou University  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0594  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 35  

Breast Pharmacokinetic Mapping using an Abbreviated Dynamic Contrast Enhanced (DCE) MRI Protocol

Author:Linxi Shi  Jianmin Yuan  Bruce Daniel  Brian Hargreaves  

Institution:Stanford University  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0593  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 34  

Convolutional neural network classification of axillary lymph node metastasis on MRI of breast cancer patients

Author:Thomas Ren  Hongyi Duanmu  Renee Cattell  Rami Vanguri  Mousumi Roy  Michael Liu  Vincent Zhang  Sachin Jambawalikar  Fusheng Wang  Tim Duong  

Institution:Columbia University  Stony Brook University  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0601  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 42  

Deep learning-based whole breast segmentation to support automated breast density measurements from fat-water decomposition MRI

Author:Karl Spuhler  Jie Ding  Maria Altbach  Jean-Philippe Galons  Patricia Thompson  Alison Stopeck  Chuan Huang  

Institution:Stony Brook Medicine  Stony Brook University  University of Arizona College of Medicine  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0600  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 41  

Differential Diagnosis of Benign and Malignant Breast Lesions Based on DCE-MRI by Using Radiomics and Deep Learning with Five Different Networks

Author:Jiejie Zhou  Yang Zhang  Kai-Ting Chang  Peter Chang  Daniel Chow  Ouchen Wang  Meihao Wang  Min-Ying Su  

Institution:The First Affiliate Hospital of Wenzhou Medical University  University of California  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0596  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 37  

First-in-human: tackling the hypoxic challenge in breast cancer with advanced MRI

Influence of residual fat signal on diffusion kurtosis MRI of suspicious mammography findings

Investigating the relation between amide signal and pH in breast cancer using CEST-MRI and 31P MRSI at 7T.

Investigation of the use of T1 relaxation time map in synthetic MRI for diagnosis of breast cancer

Multi-shot DWI with multiplexed sensitivity encoding (MUSE) versus single-shot DWI in the breast

Author:Yuxin Hu  Arnaud Guidon  Lloyd Estkowski  Bruce Daniel  Brian Hargreaves  Catherine Moran  

Institution:Global MR Application and Workflow, GE Healthcare  Stanford University  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0604  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 45  

Patient-specific characterization of breast tumor-associated flow using image-guided computational fluid dynamics

Author:Chengyue Wu  David Hormuth  Todd Oliver  Federico Pineda  Gregory Karczmar  Robert Moser  Thomas Yankeelov  

Institution:University of Chicago  University of Texas at Austin  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0599  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 40  

Preoperative prediction of lymphovascular invasion in invasive breast cancer with DCE-MRI-based radiomics

Author:Zhuangsheng Liu  Bao Feng  Yingjie Mei  Qinxian Chen  Changlin Li  Yehang Chen  Xiangmeng Chen  Zhuoyong Li  Wansheng Long  

Institution:Guilin University of Aerospace Technology  Jiangmen Central Hospital  Philips Healthcare  Philips Healthcare  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0591  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 32  

Quantitative magnetization transfer imaging of breast cancer: Initial results at 3T

Author:Lori Arlinghaus  Richard Dortch  Hakmook Kang  David Wharton  Richard Abramson  Thomas Yankeelov  

Institution:The University of Texas at Austin  Vanderbilt University  Vanderbilt University Medical Center  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0602  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 43  

Radiomics Signature on preoperative MR imaging:To predict pathological complete response and disease-free survival in patientes with Triple-negative breast cancer(TNBC) to neoadjuvant chemotherapy (NAC)

Author:Zhe Wang  He Wang  Bing Qing Xia  Yajia Gu  

Institution:Centre for Computational Systems Fudan University  Fudan University Cancer Hospital  Shanghai Center for Mathematical Sciences  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0597  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 38  

Unsupervised Hierarchical Clustering of PET/MRI Radiomics Features Might Be Helpful to Predict Response to Neoadjuvant Chemotherapy of Breast Cancer

Author:Cindy Xue  Jing Yuan  Victor Ai  Helen HL Chan  Gladys Lo  

Institution:Hong Kong Sanatorium and Hospital  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0598  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 39