T
Tally Portnoi
Researcher at Massachusetts Institute of Technology
Publications - 2
Citations - 404
Tally Portnoi is an academic researcher from Massachusetts Institute of Technology. The author has contributed to research in topics: Breast cancer & Cancer. The author has an hindex of 2, co-authored 2 publications receiving 194 citations.
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Journal ArticleDOI
A Deep Learning Mammography-based Model for Improved Breast Cancer Risk Prediction
TL;DR: Deep learning models that use full-field mammograms yield substantially improved risk discrimination compared with the Tyrer-Cuzick (version 8) model, which is more accurate than established clinical breast cancer risk models.
Journal ArticleDOI
Deep Learning Model to Assess Cancer Risk on the Basis of a Breast MR Image Alone.
Tally Portnoi,Adam Yala,Tal Schuster,Regina Barzilay,Brian N. Dontchos,Leslie R Lamb,Constance D. Lehman +6 more
TL;DR: The authors' DL model can assess the 5-year cancer risk on the basis of a breast MR image alone, and it showed improved individual risk discrimination when compared with a state-of-the-art risk assessment model.