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Can radiomics and machine learning capture the unique differences between invasive lobular and invasive ductal carcinoma of the breast?

Author:Carolina Rossi Saccarelli  Peter Gibbs  Almir Bitencourt  Isaac Daimiel  Roberto Lo Gullo  Sunitha Thakur  Elizabeth Morris  Katja Pinker  

Institution:MSKCC  Hospital Sirio-Libanes  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Cancer Imaging: Therapy Planning, Response & Breast  

Session Name:Cancer Imaging: Breast  

Program Number:4876  

Room Live Q&A Session:

Characterization of Sub-centimeter Enhancing Breast Masses on MRI with Radiomics and Machine Learning in BRCA Mutation Carriers

Author:Roberto Lo Gullo  Isaac Daimiel  Carolina Saccarelli  Almir Bitencourt  Peter Gibbs  michael Fox  Sunitha Thakur  Danny Martinez  Elisabeth Mossir  Katja Pinker  

Institution:Memorial Sloan Kettering Cancer Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Cancer Imaging: Therapy Planning, Response & Breast  

Session Name:Cancer Imaging: Breast  

Program Number:4877  

Room Live Q&A Session:

MR-based machine learning radiomics can predict tumor heterogeneity and pathologic response after neoadjuvant therapy in HER2 breast cancer

Author:Almir Bitencourt  Peter Gibbs  Carolina Rossi Saccarelli  Isaac Daimiel  Roberto Lo Gullo  michael Fox  Sunitha Thakur  Katja Pinker  Elizabeth Morris  Monica Morrow  Maxime Jochelson  

Institution:MSKCC  A.C. Camargo Cancer Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Cancer Imaging: Therapy Planning, Response & Breast  

Session Name:Cancer Imaging: Breast  

Program Number:4878  

Room Live Q&A Session: