Adam Yala

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Artificial Intelligence

Breast Cancer Risk

Computed Tomography

Top Venues

Journal of clinical oncology : official journal of the American Society of Clinical Oncology

Nature medicine

Science translational medicine

This page only lists publications with an associated author ORCID identifier.

Publications

Peter G Mikhael, Jeremy Wohlwend, Adam Yala, Ludvig Karstens, Justin Xiang, Angelo K Takigami, Patrick P Bourgouin, Pui-Yee Chan, Sofiane Mrah, Wael Amayri, Yu-Hsiang Juan, Cheng-Ta Yang, Yung Liang Wan, Gigin Lin, Lecia V Sequist, Florian J Fintelmann, Regina Barzilay
Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography. Journal of clinical oncology : official journal of the American Society of Clinical Oncology (2023)
Peter G Mikhael, Jeremy Wohlwend, Adam Yala, Ludvig Karstens, Justin Xiang, Angelo K Takigami, Patrick P Bourgouin, Pui-Yee Chan, Sofiane Mrah, Wael Amayri, Yu-Hsiang Juan, Cheng-Ta Yang, Yung Liang Wan, Gigin Lin, Lecia V Sequist, Florian J Fintelmann, Regina Barzilay
Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography. Journal of clinical oncology : official journal of the American Society of Clinical Oncology (2023)
Adam Yala, Peter G Mikhael, Constance Lehman, Gigin Lin, Fredrik Strand, Yung Liang Wan, Kevin Hughes, Siddharth Satuluru, Thomas Kim, Imon Banerjee, Judy Gichoya, Hari Trivedi, Regina Barzilay
Optimizing risk-based breast cancer screening policies with reinforcement learning. Nature medicine 28 (1) (2022)
Adam Yala, Peter G Mikhael, Kevin S Hughes, Regina Barzilay
Reply to M. Eriksson et al and Z. Jin et al. Journal of clinical oncology : official journal of the American Society of Clinical Oncology 40 (20) (2022)
Adam Yala, Peter G Mikhael, Fredrik Strand, Gigin Lin, Kevin Smith, Yung Liang Wan, Leslie Lamb, Kevin Hughes, Constance D Lehman, Regina Barzilay
Toward robust mammography-based models for breast cancer risk. Science translational medicine 13 (578) (2021)
Adam Yala, Peter G Mikhael, Fredrik Strand, Gigin Lin, Siddharth Satuluru, Thomas Kim, Imon Banerjee, Judy Wawira Gichoya, Hari M Trivedi, Constance D Lehman, Kevin S Hughes, David J Sheedy, Lisa M Matthis, Bipin Karunakaran, Karen E Hegarty, Silvia Sabino, Thiago B Silva, Maria C Evangelista, Renato F Caron, Bruno Souza, Edmundo C Mauad, Tal Patalon, Sharon Handelman-Gotlib, Michal Guindy, Regina Barzilay
Multi-Institutional Validation of a Mammography-Based Breast Cancer Risk Model. Journal of clinical oncology : official journal of the American Society of Clinical Oncology (2021)
Kathryn C Arbour, Anh Tuan Luu, Jia Luo, Hira Rizvi, Andrew J Plodkowski, Mustafa Sakhi, Kevin B Huang, Subba R Digumarthy, Michelle S Ginsberg, Jeffrey Girshman, Mark G Kris, Gregory J Riely, Adam Yala, Justin F Gainor, Regina Barzilay, Matthew D Hellmann
Deep Learning to Estimate RECIST in Patients with NSCLC Treated with PD-1 Blockade. Cancer discovery 11 (1) (2020)
Adam Yala, Tal Schuster, Randy Miles, Regina Barzilay, Constance D Lehman
A Deep Learning Model to Triage Screening Mammograms: A Simulation Study. Radiology 293 (1) (2019)
Adam Yala, Constance D Lehman, Tal Schuster, Tally Portnoi, Regina Barzilay
A Deep Learning Mammography-based Model for Improved Breast Cancer Risk Prediction. Radiology 292 (1) (2019)