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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  

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