List of works - Lily Peng

AI papers in ophthalmology made simple

scientific article published on 07 May 2020

Addendum: International evaluation of an AI system for breast cancer screening

scientific article published on 01 October 2020

Artificial intelligence and deep learning in ophthalmology

scientific article published on 25 October 2018

Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge

scientific article published on 13 January 2022

Author Correction: Detection of anaemia from retinal fundus images via deep learning

scientific article published on 01 February 2020

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

scientific article published on 01 August 2019

Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs

scientific article published on 24 September 2019

Deep Learning for Predicting Refractive Error From Retinal Fundus Images

scientific article published on 01 June 2018

Deep learning for distinguishing normal versus abnormal chest radiographs and generalization to two unseen diseases tuberculosis and COVID-19

scientific article published on 01 September 2021

Deep learning in ophthalmology: The technical and clinical considerations

scientific article published on 29 April 2019

Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program

scientific article published on 10 April 2019

Detection of anaemia from retinal fundus images via deep learning

scientific article published on 23 December 2019

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

scientific article (publication date: 29 November 2016)

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

scientific article published on 20 May 2019

Erratum: Author Correction: Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program

scientific article published on 23 July 2019

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

scientific article published on 13 March 2018

How to Read Articles That Use Machine Learning: Users' Guides to the Medical Literature

scientific article published on 01 November 2019

How to develop machine learning models for healthcare

scientific article published on 01 May 2019

Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer

scientific article published in December 2018

International evaluation of an AI system for breast cancer screening

scientific article published on 01 January 2020

Performance of a Deep-Learning Algorithm vs Manual Grading for Detecting Diabetic Retinopathy in India

scientific article published on 13 June 2019

Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning

scientific article published on 08 January 2020

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

scientific article published on 19 February 2018

Remote Tool-Based Adjudication for Grading Diabetic Retinopathy