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Lily Peng | Researchclopedia

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Lily Peng

Changchun University of Science and Technology ORCID

92

Works

20,117

Citations

30

h-index

39

i10-index

Research Topics

Retinal Imaging and Analysis Retinal Diseases and Treatments Radiomics and Machine Learning in Medical Imaging

Affiliations

Changchun University of Science and Technology2025–2025

Google (United States)2016–2024

Harvard University2025–2025

Bristol-Myers Squibb (Germany)2022–2022

Shanghai Jiao Tong University2025–2025

Top Works

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Varun Gulshan,Lily Peng,et al.

20167,267 citations

Retinal and Optic Conditions

COVID-19 diagnosis using AI

International evaluation of an AI system for breast cancer screening

Scott Mayer McKinney,Marcin Sieniek,et al.

20202,983 citations

End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography

Diego Ardila,Atilla P. Kiraly,et al.

20191,990 citations

Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

Ryan Poplin,Avinash V. Varadarajan,et al.

20181,767 citations

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence

Gary S. Collins,Paula Dhiman,et al.

2021753 citations

Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic Retinopathy

Jonathan Krause,Varun Gulshan,et al.

2018537 citations

Detecting Cancer Metastases on Gigapixel Pathology Images

Yun Liu,Krishna Gadepalli,et al.

2017521 citations

How to Read Articles That Use Machine Learning

Yun Liu,Po-Hsuan Cameron Chen,et al.

2019506 citations

Deep learning in ophthalmology: The technical and clinical considerations

Daniel Shu Wei Ting,Lily Peng,et al.

2019504 citations