Publications by authors named "Boris Babenko"

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Using generative AI to investigate medical imagery models and datasets.
Oran Lang, Doron Yaya-Stupp, Ilana Traynis, Heather Cole-Lewis, Chloe R Bennett, Boris Babenko

EBioMedicine· April 2024

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Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging.
Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Boris Babenko

Nat Biomed Eng· June 2023

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A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study.
Boris Babenko, Ilana Traynis, Christina Chen, Preeti Singh, Akib Uddin

Lancet Digit Health· May 2023

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Longitudinal fundus imaging and its genome-wide association analysis provide evidence for a human retinal aging clock.
Sara Ahadi, Kenneth A Wilson, Boris Babenko, Cory Y McLean, Drew Bryant

Elife· April 2023

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Detection of signs of disease in external photographs of the eyes via deep learning.
Boris Babenko, Akinori Mitani, Ilana Traynis, Naho Kitade, Preeti Singh

Nat Biomed Eng· December 2022

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Predicting the risk of developing diabetic retinopathy using deep learning.
Ashish Bora, Siva Balasubramanian, Boris Babenko, Sunny Virmani, Subhashini Venugopalan

Lancet Digit Health· January 2021

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Robust Object Tracking with Online Multiple Instance Learning.
Boris Babenko, Ming-Hsuan Yang, Serge Belongie

IEEE Trans Pattern Anal Mach Intell· August 2011

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