Pinal Bavishi
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Searching for Dermatology Information Online using Images vs Text: a Randomized Study
Jay Hartford
Natalie Salaets
Kimberley Raiford
Jay Nayar
Dounia Berrada
Harsh Kharbanda
Lou Wang
Peggy Bui
medRxiv (2024)
Validation of a deep learning system for the detection of diabetic retinopathy in Indigenous Australians
Mark Chia
Fred Hersch
Pearse Keane
Angus Turner
British Journal of Ophthalmology, 108 (2024), pp. 268-273
Searching for Dermatology Information Online using Images vs Text: a Randomized Study
Jay Hartford
Natalie Salaets
Kimberley Raiford
Jay Nayar
Dounia Berrada
Harsh Kharbanda
Lou Wang
Peggy Bui
medRxiv (2024)
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging
Laura Anne Culp
Jan Freyberg
Basil Mustafa
Sebastien Baur
Simon Kornblith
Ting Chen
Patricia MacWilliams
Sara Mahdavi
Megan Zoë Walker
Aaron Loh
Cameron Chen
Scott Mayer McKinney
Jim Winkens
Zach William Beaver
Fiona Keleher Ryan
Mozziyar Etemadi
Umesh Telang
Lily Hao Yi Peng
Geoffrey Everest Hinton
Neil Houlsby
Mohammad Norouzi
Nature Biomedical Engineering (2023)
Risk Stratification for Diabetic Retinopathy Screening Order Using Deep Learning: A Multicenter Prospective Study
Ashish Bora
Sunny Virmani
Rayman Huang
Ilana Traynis
Lily Peng
Avinash Varadarajan
Warisara Pattanapongpaiboon
Reena Chopra
Dr. Paisan Raumviboonsuk
Translational Vision Science & Technology (2023)
Deep learning to detect optical coherence tomography-derived diabetic macular edema from retinal photographs: a multicenter validation study
Xinle Sheila Liu
Tayyeba Ali
Ami Shah
Scott Mayer McKinney
Paisan Ruamviboonsuk
Angus W. Turner
Pearse A. Keane
Peranut Chotcomwongse
Variya Nganthavee
Mark Chia
Josef Huemer
Jorge Cuadros
Rajiv Raman
Lily Hao Yi Peng
Avinash Vaidyanathan Varadarajan
Reena Chopra
Ophthalmology Retina (2022)
Predicting OCT-derived DME grades from fundus photographs using deep learning
Arunachalam Narayanaswamy
Avinash Vaidyanathan Varadarajan
Dr. Paisan Raumviboonsuk
Dr. Peranut Chotcomwongse
Jorge Cuadros
Lily Hao Yi Peng
Pearse Keane
Nature Communications (2020)
Scientific Discovery by Generating Counterfactuals using Image Translation
Arununachalam Narayanaswamy
Lily Hao Yi Peng
Dr. Paisan Raumviboonsuk
Avinash Vaidyanathan Varadarajan
Proceedings of MICCAI, International Conference on Medical Image Computing and Computer-Assisted Intervention (2020)
Predicting the risk of developing diabetic retinopathy using deep learning
Ashish Bora
Siva Balasubramanian
Sunny Virmani
Akinori Mitani
Guilherme De Oliveira Marinho
Jorge Cuadros
Dr. Paisan Raumviboonsuk
Lily Hao Yi Peng
Avinash Vaidyanathan Varadarajan
Lancet Digital Health (2020)
