A foundation model for generalizable disease detection from retinal images - Zhou, Yukun; Chia, Mark A.; Wagner, Siegfried K.; Ayhan, Murat S.; Williamson, Dominic J.; Struyven, Robbert R.; Liu, Timing; Xu, Moucheng; Lozano, Mateo G.; Woodward-Court, Peter; Kihara, Yuka; Altmann, Andre; et al. (Nature (London), 2023)
Keywords: 692/308/575; 692/699/3161/3175; 692/699/75; 692/700/1421; 692/700/1750; Annotations; Artificial Intelligence; Clinical medicine; Congestive heart failure; Datasets; Diabetes; Diabetic retinopathy; Diagnosis; Disease detection; Efficiency; Eye; Eye diseases; Eye Diseases - complications; Eye Diseases - diagnostic imaging; Heart attacks; Heart failure; Heart Failure - complications; Heart Failure - diagnosis; Hospitals; Humanities and Social Sciences; Humans; Labels; Macular degeneration; Medical diagnosis; Medical imaging; Modelling; multidisciplinary; Myocardial infarction; Myocardial Infarction - complications; Myocardial Infarction - diagnosis; Retina; Retina - diagnostic imaging; Retinal images; Science; Science (multidisciplinary); Self-supervised learning; Supervised Machine Learning; Systemic diseases; United Kingdom--UK