Retinal Imaging and Analysis
Topics
Description: This cluster of papers focuses on the development and validation of deep learning algorithms for the detection and management of retinal diseases, particularly diabetic retinopathy. It includes topics... more
Related topics (siblings) Advanced MRI Techniques and Applications, Advanced Neuroimaging Techniques and Applications, Advances in Oncology and Radiotherapy, Autopsy Techniques and Outcomes, Boron Compounds in Chemistry +24 more
Subfield (parent): Radiology, Nuclear Medicine and Imaging
Field: Medicine
Domain: Health Sciences
Works count: 57,680
Citations count: 697,500
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
2016 · Varun Gulshan, Lily Peng, et al. · JAMA
Global prevalence of age-related macular degeneration and disease burden projection for 2020 and 2040: a systematic review and meta-analysis
2014 · Wan Ling Wong, Xinyi Su, et al. · The Lancet Global Health
Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning
2018 · Daniel Kermany, Michael H. Goldbaum, et al. · Cell