Jonathan Krause
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Validation of a Deep Learning Model for Diabetic Retinopathy on Patients with Young-Onset Diabetes
Tony Tan-Torres
Pradeep Praveen
Divleen Jeji
Arthur Brant
Xiang Yin
Lu Yang
Tayyeba Ali
Ilana Traynis
Dushyantsinh Jadeja
Rajroshan Sawhney
Sunny Virmani
Pradeep Venkatesh
Nikhil Tandon
Ophthalmology and Therapy (2025)
Performance of a Deep Learning Diabetic Retinopathy Algorithm in India
Arthur Brant
Xiang Yin
Lu Yang
Jay Nayar
Divleen Jeji
Sunny Virmani
Anchintha Meenu
Naresh Babu Kannan
Florence Thng
Lily Peng
Ramasamy Kim
JAMA Network Open (2025)
Safety principles for medical summarization using generative AI
Dillon Obika
Christopher Kelly
Nicola Ding
Chris Farrance
Praney Mittal
Donny Cheung
Heather Cole-Lewis
Madeleine Elish
Nature Medicine (2024)
Lessons learned from translating AI from development to deployment in healthcare
Sunny Virmani
Jay Nayar
Elin Rønby Pedersen
Divleen Jeji
Lily Peng
Nature Medicine (2023)
Domain-specific optimization and diverse evaluation of self-supervised models for histopathology
Jeremy Lai
Supriya Vijay
Jessica Loo
Saurabh Vyawahare
Saloni Agarwal
Fayaz Jamil
Cameron Chen
arXiv (2023)
A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study
Ilana Traynis
Christina Chen
Akib Uddin
Jorge Cuadros
Lauren P. Daskivich
April Y. Maa
Ramasamy Kim
Eugene Yu-Chuan Kang
Lily Peng
Avinash Varadarajan
The Lancet Digital Health (2023)
Performance of a Diabetic Retinopathy Artificial Intelligence Algorithm for Ultra-widefield Imaging
Tunde Peto
Lloyd Aiello
Srinivas R Sadda
Drew Lewis
Anne Marie Cairns
Dana Keane
Sunny Virmani
Jerry Cavallerano
Barba Hamill
Lily Peng
Sara Ellen Godek
Lu Yang
Naho Kitade
Kira Whitehouse
ARVO (2022)
Longitudinal Screening for Diabetic Retinopathy in a Nationwide Screening Program: Comparing Deep Learning and Human Graders
Jirawut Limwattanayingyong
Variya Nganthavee
Kasem Seresirikachorn
Tassapol Singalavanija
Ngamphol Soonthornworasiri
Varis Ruamviboonsuk
Chetan Rao
Rajiv Raman
Andrzej Grzybowski
Lily Hao Yi Peng
Fred Hersch
Richa Tiwari, PhD
Dr. Paisan Raumviboonsuk
Journal of Diabetes Research (2020)
Remote Tool-based Adjudication for Grading Diabetic Retinopathy
Tayyeba Ali
Brian Basham
Will Chen
Xiang Ji
Lily Peng
Edith Law
Translational Vision Science & Technology (TVST) (2019)
Using a deep learning algorithm and integrated gradient explanation to assist grading for diabetic retinopathy
Ankur Taly
Anthony Joseph
Arjun Sood
Arun Narayanaswamy
Derek Wu
Ehsan Rahimy
Jesse Smith
Katy Blumer
Lily Peng
Michael Shumski
Scott Barb
Zahra Rastegar
Ophthalmology (2019)
