Kasumi Widner
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Authored Publications
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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)
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)
Real-time diabetic retinopathy screening by deep learning in a multisite national screening programme: a prospective interventional cohort study
Dr. Paisan Raumviboonsuk
Variya Nganthavee
Kornwipa Hemarat
Apinpat Kongprayoon
Rajiv Raman
Brian Levinstein
Roy Lee
Sunny Virmani
John Chambers
Fred Hersch
Lily Hao Yi Peng
The Lancet Digital Health (2022)
Performance of a Deep-Learning Algorithm vs Manual Grading for Detecting Diabetic Retinopathy in India
Renu P. Rajan
Derek Wu
Peter Wubbels
Tyler Rhodes
Kira Whitehouse
Ramasamy Kim
Rajiv Raman
Lily Peng
JAMA Ophthalmology (2019)
Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program
Dr. Paisan Raumviboonsuk
Dr. Peranut Chotcomwongse
Rajiv Raman
Sonia Phene
Kornwipa Hemarat
Mongkol Tadarati
Sukhum Silpa-Archa
Jirawut Limwattanayingyong
Chetan Rao
Oscar Kuruvilla
Jesse Jung
Jeffrey Tan
Surapong Orprayoon
Chawawat Kangwanwongpaisan
Ramase Sukumalpaiboon
Chainarong Luengchaichawang
Jitumporn Fuangkaew
Pipat Kongsap
Lamyong Chualinpha
Sarawuth Saree
Srirut Kawinpanitan
Korntip Mitvongsa
Siriporn Lawanasakol
Chaiyasit Thepchatri
Lalita Wongpichedchai
Lily Peng
Nature Partner Journal (npj) Digital Medicine (2019)
Grader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy
Ehsan Rahimy
Peter Karth
Lily Peng
Ophthalmology (2018)
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
Lily Peng
Martin C Stumpe
Derek Wu
Arunachalam Narayanaswamy
Subhashini Venugopalan
Tom Madams
Jorge Cuadros
Ramasamy Kim
Rajiv Raman
Jessica Mega
JAMA (2016)
