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Deep Learning-based image reconstruction improves CEST MRI

Author:Shu Zhang  Xinzeng Wang  F. William Schuler  R. Marc Lebel  Mitsuharu Miyoshi  Ersin Bayram  Elena Vinogradov  Jason Johnson  Jingfei Ma  Mark Pagel  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:CEST, MT & T1?  

Session Name:CEST  

Program Number:1457  

Room Session:Concurrent 4  

Institution:GE Healthcare  GE Healthcare Japan  MD Anderson Cancer Center  UT Southwestern Medical Center  

Early prediction of pathologic complete response to neoadjuvant systemic therapy for triple-negative breast cancer using deep learning

Author:Zijian Zhou  David Rauch  Jong Bum Son  Benjamin Musall  Nabil Elshafeey  Jason White  Mark Pagel  Stacy Moulder  Jingfei Ma  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Breast: What's New  

Session Name:Breast: DWI, AI & Emerging Techniques  

Program Number:1119  

Room Session:Concurrent 7  

Institution:The University of Texas MD Anderson Cancer Center  

Implementing ConvDecoder with physics-based regularization toreconstruct under-sampled variable-flip angle MRI data of the breast

Author:Kalina Slavkova  Julie DiCarlo  Viraj Wadhwa  Jingfei Ma  Gaiane Rauch  Zijian Zhou  Thomas Yankeelov  Jonathan Tamir  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Breast MRI as a Problem-Solving Tool  

Session Name:Breast: Breast Cancer Diagnosis, Characterization & Treatment Response  

Program Number:1448  

Room Session:Concurrent 3  

Institution:MD Anderson Cancer Center  The University of Texas at Austin  

Radiomics model based on MAGIC acquisition for predicting neoadjuvant systemic treatment response in triple-negative breast cancer.

Author:Nabil Elshafeey  Gaiane Rauch  Aikaterini Kotrotsou  Beatriz Adrada  Rosalind Candelaria  Abeer Abdelhafez  Huiqin Chen  Jia Sun  Medine Boge  Rania Mohamed  Benjamin Musall  Jong Son  Shu Zhang  Jason White  Brandy Willis  Elizabeth Ravenberg  Wei Peng  Stacy Moulder  Wei Yang  Mark Pagel  Jingfei Ma  Ken-Pin Hwang  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Breast: What's New  

Session Name:Breast: What's New  

Program Number:0062  

Room Session:Concurrent 7  

Institution:The University of Texas MD Anderson Cancer Center  

T2-weighted Pelvic MR Imaging Using PROPELLER with Deep Learning Reconstruction for Improved Motion Robustness

Author:Mohammed Saleh  Sanaz Javadi  Manoj Mathew  Jong Son  Jia Sun  Ersin Bayram  Xinzeng Wang  Jingfei Ma  Janio Szklaruk  Priya Bhosale  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:(Artificial) Intelligence in the Body  

Session Name:Even More (Artificial) Intelligence in the Body  

Program Number:3000  

Room Session:Concurrent 5  

Institution:GE Healthcare  MD Anderson Cancer Center  Stanford University  

The video domain transfer deep learning network with error correction for Dixon Imaging with consistent slice-to-slice water and fat separation

Author:Jong Bum Son  David Rauch  Bikash Panthi  Zijian Zhou  Benjamin Musall  Marion Scoggins  Mark Pagel  Jingfei Ma  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Fat & Metabolism  

Session Name:Fat & Metabolism II  

Program Number:3856  

Room Session:Concurrent 4  

Institution:The University of Texas MD Anderson Cancer Center