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Deep learning models for predicting responses to neoadjuvant systemic therapy in triple-negative breast cancer using pre-treatment MRI

Author:Zhan Xu  Jong Bum Son  Beatriz Adrada  Tanya Moseley  Rosalind Candelaria  Mary Guirguis  Miral Patel  Gary Whitman  Jessica Leung  Huong Le-Petross  Rania Mohamed  Sanaz Pashapoor  Bikash Panthi  Deanna Lane  Frances Perez  Huiqin Chen  

Session Type:Power Pitch  

Session Date:Wednesday, 08 May 2024  

Session Name:Pitch: AI-Powered Analysis for Cancer Diagnosis & Prognosis  

Program Number:0856  

Room Session:Power Pitch Theatre 3  

Institution:The University of Texas MD Anderson Cancer Center  

Prediction of Neoadjuvant Systemic Treatment Response in Triple-Negative Breast Cancer Using a 3D Neural Network on Synthetic MR Images

Author:Ken-Pin Hwang  Jong Son  Zhan Xu  Rania Mohamed  Huiqin Chen  Beatriz Adrada  Tanya Mosley  Clinton Yam  Peng Wei  Wei Yang  Jingfei Ma  Gaiane Rauch  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Novelties in Breast MRI: What To Expect  

Program Number:4617  

Room Session:Exhibition Hall (Hall 403)  

Institution:The University of Texas M.D. Anderson Cancer Center  

Radiomics and Background Parenchymal Enhancement of Fibroglandular Tissue for Predicting Treatment Response in Triple-Negative Breast Cancer

Author:Rania Mohamed  Jong Bum Son  Beatriz Adrada  Tanya Moseley  Gary Whitman  Rosalind Candelaria  Bikash Panthi  Huiqin Chen  Mary Guirguis  Jessica Leung  Ken-Pin Hwang  Sanaz Pashapoor  Miral Patel  Marion Scoggins  Huong Le-Petross  D Lane  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:Cancer & Treatment Response: Top to Toe  

Program Number:1459  

Room Session:Exhibition Hall (Hall 403)  

Institution:The University of Texas MD Anderson Cancer Center  UT Southwestern Medical Center