Avinash V Varadarajan
Avinash V Varadarajan
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Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning
R Poplin, AV Varadarajan, K Blumer, Y Liu, MV McConnell, GS Corrado, ...
Nature Biomedical Engineering 2 (3), 158, 2018
Deep learning in ophthalmology: The technical and clinical considerations
DSW Ting, L Peng, AV Varadarajan, PA Keane, P Burlina, MF Chiang, ...
Progress in retinal and eye research, 2019
Detection of anaemia from retinal fundus images via deep learning
A Mitani, A Huang, S Venugopalan, GS Corrado, L Peng, DR Webster, ...
Nature Biomedical Engineering 4 (1), 18-27, 2020
Deep learning for predicting refractive error from retinal fundus images
AV Varadarajan, R Poplin, K Blumer, C Angermueller, J Ledsam, ...
Investigative Ophthalmology & Visual Science 59 (7), 2861-2868, 2018
Predicting the risk of developing diabetic retinopathy using deep learning
A Bora, S Balasubramanian, B Babenko, S Virmani, S Venugopalan, ...
The Lancet Digital Health, 2020
Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning
AV Varadarajan, P Bavishi, P Ruamviboonsuk, P Chotcomwongse, ...
Nature Communications 11 (1), 1-8, 2020
Detection of signs of disease in external photographs of the eyes via deep learning
B Babenko, A Mitani, I Traynis, N Kitade, P Singh, AY Maa, J Cuadros, ...
Nature Biomedical Engineering, 1-14, 2022
Tools for simulating evolution of aligned genomic regions with integrated parameter estimation
A Varadarajan, RK Bradley, IH Holmes
Genome biology 9 (10), R147, 2008
Scientific Discovery by Generating Counterfactuals Using Image Translation
A Narayanaswamy, S Venugopalan, DR Webster, L Peng, GS Corrado, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
Novel Retinal Imaging in Assessment of Cardiovascular Risk Factors and Systemic Vascular Diseases
DSW Ting, L Peng, AV Varadarajan, TYA Liu
Diabetic Retinopathy and Cardiovascular Disease 27, 106-118, 2019
Regression with Label Differential Privacy
B Ghazi, P Kamath, R Kumar, E Leeman, P Manurangsi, A Varadarajan, ...
arXiv preprint arXiv:2212.06074, 2022
Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning
B Babenko, S Balasubramanian, KE Blumer, GS Corrado, L Peng, ...
arXiv preprint arXiv:1904.05478, 2019
Private Ad Modeling with DP-SGD
C Denison, B Ghazi, P Kamath, R Kumar, P Manurangsi, KG Narra, ...
arXiv preprint arXiv:2211.11896, 2022
Data structures for limited oblivious execution of programs while preserving locality of reference
AV Varadarajan, R Venkatesan, CP Rangan
Proceedings of the 2007 ACM workshop on Digital Rights Management, 63-69, 2007
Processing fundus images using machine learning models
LHY Peng, DR Webster, PC Nelson, V Gulshan, MA Coram, MC Stumpe, ...
US Patent App. 16/325,580, 2019
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