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Bidirectional Translation Between Multi-Contrast Images and Multi-Parametric Maps Using Deep Learning

Author:Shihan Qiu  Yuhua Chen  Sen Ma  Zhaoyang Fan  Anthony Christodoulou  Yibin Xie  Debiao Li  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Machine Learning for Quantitative Imaging  

Program Number:0334  

Room Session:Concurrent 1  

Institution:Biomedical Imaging Research Institute, Cedars-Sinai Medical Center  UCLA  

Deep learning super-resolution for sub-50-micron MRI of genetically engineered mouse embryos

Author:Zihao Chen  Yuhua Chen  Ankur Saini  William Devine  Yibin Xie  Cecilia Lo  Debiao Li  Yijen Wu  Anthony Christodoulou  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Program Number:0601  

Room Session:Concurrent 6  

Institution:Cedars-Sinai Medical Center  University of Pittsburgh  UCLA  

Direct Synthesis of Multi-Contrast Images from MR Multitasking Spatial Factors Using Deep Learning

Author:Shihan Qiu  Yuhua Chen  Sen Ma  Zhaoyang Fan  Anthony Christodoulou  Yibin Xie  Debiao Li  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Analysis  

Session Name:Machine Learning: Multimodal & Multireader Insights  

Program Number:2429  

Room Session:Concurrent 1  

Institution:Biomedical Imaging Research Institute, Cedars-Sinai Medical Center  UCLA