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My main research interest includes the breast cancer screening imaging modalities, in both general and high-risk population. I contributed to define the role of screening MRI in women with prior history of chest radiation therapy, and currently, I’m working with new imaging technologies in breast cancer screening. The second area of interest is to develop a reliable model for predicting breast abnormality on screening mammograms using a machine learning algorithm system.
Primary Research Area: Breast cancer screening modalities in general and high-risk population
Secondary Research Area: Machine Learning
My main research interest includes the breast cancer screening imaging modalities, in both general and high-risk population. I contributed to define the role of screening MRI in women with prior history of chest radiation therapy, and currently, I’m working with new imaging technologies in breast cancer screening. The second area of interest is to develop a reliable model for predicting breast abnormality on screening mammograms using a machine learning algorithm system.
Primary Research Area: Breast cancer screening modalities in general and high-risk population
Secondary Research Area: Machine Learning
研究兴趣
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Brandon Baldassi,Harutyun Poladyan, Anirudh Shahi, Henry Maa-Hacquoil, Madeline Rapley, Borys Komarov, Justin Stiles,Vivianne Freitas, Michael Waterston, Olexiy Aseyev,Alla Reznik, Oleksandr Bubon
Po Hsiang (Shawn) Yuan,Tyler D. Yan, Sonali Sharma,Erin Chahley,Luke J. MacLean,Vivianne Freitas,Charlotte Yong-Hing
European Journal of Radiology (2024): 111428-111428
Radiologyno. 3 (2024): e240474-e240474
Yoav Amitai,Vivianne A. R. Freitas,Orit Golan, Rivka Kessner,Tamar Shalmon, Rina Neeman, Michal Mauda-Havakuk, Diego Mercer,Miri Sklair-Levy,Tehillah S. Menes
European Radiologypp.1-11, (2024)
Mary Beth Bissell,Sareh Keshavarsi,Rachel Fleming,Frederick Au,Supriya Kulkarni,Sandeep Ghai,Vivianne Freitas
Breast Cancer Research and Treatmentpp.1-10, (2024)
Vivianne Freitas,Xuan Li,Anabel Scaranelo,Frederick Au,Supriya Kulkarni,Sandeep Ghai, Samira Taeb,Oleksandr Bubon,Brandon Baldassi, Borys Komarov, Shayna Parker, Craig A. Macsemchuk,
RADIOLOGY-IMAGING CANCERno. 2 (2024): e230020-e230020
Shahine Goulam-Houssein, Xiang Y. Ye,Rachel Fleming, Frederick Au,Supriya Kulkarni,Sandeep Ghai,Yoav Amitai,Michael Reedijk,Vivianne Freitas
European Radiologypp.1-10, (2024)
Orit Golan, Sapir Lazar,Tehillah Menes,Vivianne Freitas,Rivka Kessner, Tamar Shalmon, Rina Neeman, Diego Mercer,Yoav Amitai
Research Square (Research Square) (2023)
Heba Hussein,Engy Abbas, Sareh Keshavarzi,Rouhi Fazelzad,Karina Bukhanov,Supriya Kulkarni,Frederick Au,Sandeep Ghai,Abdullah Alabousi,Vivianne Freitas
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