BB
Boris Babenko
cs.CVcs.LGeess.IVcs.AIDeep Learningcs.CYDiabetic RetinopathyAgingaging clockAlgorithms
On Valency
published · living versionsW_rsyunb62·v1 · currentpublished
WeatherNext 3: Increasing resolution and performance of global weather models with raw observations
with Stephan Rasp, Dominic Masters, Andrew El-Kadi, Samier Merchant +20
1 version
Preprints & journals
16 papers in the corpus · 2010–2026WeatherNext 3: Increasing resolution and performance of global weather models with raw observations2609.03582v1 · Stephan Rasp, Boris Babenko, Dominic Masters et al.2026 · 0 citationsarXivon Valency
Interdisciplinary expertise to advance human-centered explainable AI.41653739 · Bennett, Chloe R, Cole-Lewis, Heather, Farquhar, Stephanie et al.2026 · 1 citationSocial science & medicine (1982). 2026;394:119036
An Operational Deep Learning System for Satellite-Based High-Resolution Global Nowcasting2510.13050v1 · Shreya Agrawal, Mohammed Alewi Hassen, Emmanuel Asiedu Brempong et al.2025 · 0 citationsarXiv
PathAlign: A vision-language model for whole slide images in histopathology2406.19578v1 · Faruk Ahmed, Andrew Sellergren, Lin Yang et al.2024 · 3 citationsarXiv
Interdisciplinary Expertise to Advance Equitable Explainable AI2406.18563v1 · Chloe R. Bennett, Heather Cole-Lewis, Stephanie Farquhar et al.2024 · 4 citationsarXiv
Using generative AI to investigate medical imagery models and datasets.38565004 · Lang, Oran, Yaya-Stupp, Doron, Traynis, Ilana et al.2024 · 61 citationsEBioMedicine. 2024;102:105075
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging.37291435 · Azizi, Shekoofeh, Culp, Laura, Freyberg, Jan et al.2023 · 249 citationsNature biomedical engineering. 2023;7(6):756-779
Longitudinal fundus imaging and its genome-wide association analysis provide evidence for a human retinal aging clock.36975205 · Ahadi, Sara, Wilson, Kenneth A, Babenko, Boris et al.2023 · 70 citationseLife. 2023;12
A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study.36966118 · Babenko, Boris, Traynis, Ilana, Chen, Christina et al.2023 · 40 citationsThe Lancet. Digital health. 2023;5(5):e257-e264
Discovering novel systemic biomarkers in photos of the external eye2207.08998v1 · Boris Babenko, Ilana Traynis, Christina Chen et al.2022 · 1 citationarXiv
Robust and Efficient Medical Imaging with Self-Supervision2205.09723v2 · Shekoofeh Azizi, Laura Culp, Jan Freyberg et al.2022 · 33 citationsarXiv
Detection of signs of disease in external photographs of the eyes via deep learning.35352000 · Babenko, Boris, Mitani, Akinori, Traynis, Ilana et al.2022 · 94 citationsNature biomedical engineering. 2022;6(12):1370-1383
Predicting the risk of developing diabetic retinopathy using deep learning.33735063 · Bora, Ashish, Balasubramanian, Siva, Babenko, Boris et al.2021 · 269 citationsThe Lancet. Digital health. 2021;3(1):e10-e19
Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning1904.05478v1 · Boris Babenko, Siva Balasubramanian, Katy E. Blumer et al.2019 · 10 citationsarXiv
Poverty Mapping Using Convolutional Neural Networks Trained on High and Medium Resolution Satellite Images, With an Application in Mexico1711.06323v1 · Boris Babenko, Jonathan Hersh, David Newhouse et al.2017 · 49 citationsarXiv
Robust Object Tracking with Online Multiple Instance Learning.21173445 · Babenko, Boris, Yang, Ming-Hsuan, Belongie, Serge2015 · 2,007 citationsIEEE transactions on pattern analysis and machine intelligence. 2011;33(8):1619-32
Career total: 36 works. 16 are in this corpus.
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