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Automated Localization and Segmentation of Locally-Advanced Rectal Cancer Based on T2, DWI and DCE Multi-Parametric MRI Using Deep Learning

Automatic Breast and Fibroglandular Tissue Segmentation Using Deep Learning by A Fully-Convolutional Residual Neural Network

Author:Yang Zhang  Vivian Park  Min Kim  Peter Chang  Melissa Khy  Daniel Chow  Jeon-Hor Chen  Alex Luk  Min-Ying Su  

Author Institution:Severance Hospital, Yonsei University College of Medicine  University of California  

Session Type:Traditional Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:Breast Imaging  

Program Number:2420  

Presentation Time:

Room Number:Exhibition Hall 2418-2432  

Computer Number:

Deep learning convolutional neural networks accurately classify genetic mutations and survival in gliomas

Author:Peter Chang  Melissa Khy  Yang Zhang  Min-Ying Su  Daniel Chow  

Author Institution:University of California, Irvine  University of California, San Francisco  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:16:15  

Session:Genes, Their Correlates & Other Biomarkers  

Program Number:3655  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 103  

Differentiation of Pulmonary From Non-Pulmonary Spine Metastases Using Conventional DCE Kinetic Analysis and Machine Learning

Author:Ning Lang  Yang Zhang  Enlong Zhang  Jiahui Zhang  Daniel Chow  Peter Chang  Melissa Khy  Hon Yu  Huishu Yuan  Min-Ying Su  

Author Institution:Peking University Third Hospital  University of California  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:17:15  

Session:MSK: Bone, Tumours & Emerging Methods  

Program Number:5168  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 88  

Inception-CS: Deep Learning For Sparse MR Reconstruction in Glioma Patients

Author:Peter Chang  Michael Liu  Daniel Chow  Melissa Khy  Christopher Filippi  Janine Lupo  Christopher Hess  

Author Institution:Columbia University Medical Center  Hofstra Northwell School of Medicine  University of California Irvine  University of California San Francisco  

Session Type:Oral  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:Deep Learning for Image Reconstruction  

Program Number:0571  

Presentation Time:16:51  

Room Number:N01  

Computer Number:

Machine Learning for Prediction of Chemoradiation Therapy Response in Patients with Locally-Advanced Rectal Cancer (LARC) Using Pre- and Early-Treatment Follow-up Multiparametric MRI

Author:Yang Zhang  Liming Shi  Xiaonan Sun  Tianye Niu  Ning Yue  Tiffany Kwong  Peter Chang  Melissa Khy  Daniel Chow  Min-Ying Su  Ke Nie  

Author Institution:Rutgers-The State University of New Jersey  Sir Run Run Shaw Hospital, Zhejiang University School of Medicine  University of California  

Session Type:Oral  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:Pancreas/GI  

Program Number:0829  

Presentation Time:14:57  

Room Number:S05  

Computer Number:

Prediction of Breast Cancer Molecular Subtypes Using Conventional Feature Extraction and Two Machine Learning Architectures Based on DCE-MRI

Author:Yang Zhang  Siwa Chan  Jeon-Hor Chen  Daniel Chow  Peter Chang  Melissa Khy  Dah-Cherng Yeh  Xinxin Wang  Min-Ying Su  

Author Institution:Tzu-Chi General Hospital  University of California  

Session Type:Power Pitch  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Pitch: Body: Power Potpourri  

Program Number:0993  

Presentation Time:08:00  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Prediction of Breast Cancer Molecular Subtypes Using Conventional Feature Extraction and Two Machine Learning Architectures Based on DCE-MRI

Author:Yang Zhang  Siwa Chan  Jeon-Hor Chen  Daniel Chow  Peter Chang  Melissa Khy  Dah-Cherng Yeh  Xinxin Wang  Min-Ying Su  

Author Institution:Tzu-Chi General Hospital  University of California  

Session Type:Electronic Power Pitch Poster  

Session Date:Thursday, 21 June 2018  

Session Time:09:00  

Session:Poster: Body: Power Potpourri  

Program Number:0993  

Presentation Time:08:00  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 21