2022
Detecting visually significant cataract using retinal photograph-based deep learning
Tham Y, Goh J, Anees A, Lei X, Rim T, Chee M, Wang Y, Jonas J, Thakur S, Teo Z, Cheung N, Hamzah H, Tan G, Husain R, Sabanayagam C, Wang J, Chen Q, Lu Z, Keenan T, Chew E, Tan A, Mitchell P, Goh R, Xu X, Liu Y, Wong T, Cheng C. Detecting visually significant cataract using retinal photograph-based deep learning. Nature Aging 2022, 2: 264-271. PMID: 37118370, PMCID: PMC10154193, DOI: 10.1038/s43587-022-00171-6.Peer-Reviewed Original ResearchDeepLensNet: Deep Learning Automated Diagnosis and Quantitative Classification of Cataract Type and Severity
Keenan T, Chen Q, Agrón E, Tham Y, Goh J, Lei X, Ng Y, Liu Y, Xu X, Cheng C, Bikbov M, Jonas J, Bhandari S, Broadhead G, Colyer M, Corsini J, Cousineau-Krieger C, Gensheimer W, Grasic D, Lamba T, Magone M, Maiberger M, Oshinsky A, Purt B, Shin S, Thavikulwat A, Lu Z, Chew E, Group A, Ajilore P, Akman A, Azar N, Azar W, Chan B, Cox V, Dave A, Dhanjal R, Donovan M, Farrell M, Finkel F, Goblirsch T, Ha W, Hill C, Kumar A, Kent K, Lee A, Patel P, Peprah D, Piliponis E, Selzer E, Swaby B, Tenney S, Zeleny A. DeepLensNet: Deep Learning Automated Diagnosis and Quantitative Classification of Cataract Type and Severity. Ophthalmology 2022, 129: 571-584. PMID: 34990643, PMCID: PMC9038670, DOI: 10.1016/j.ophtha.2021.12.017.Peer-Reviewed Original ResearchConceptsAge-related cataractSingapore Malay Eye StudyAnterior segment photographsCortical lens opacitiesPosterior subcapsular cataractCommon typeSlit-lamp photographsLeast common typeMedical studentsEye StudyNuclear sclerosisSubcapsular cataractLens opacitiesCataract typesRetroillumination photographsCataract assessmentOphthalmologistsCataract severityCataractExternal validationDiagnosisSeveritySclerosisStudy dataset
1999
A prospective study of carotenoid intake and risk of cataract extraction in US men
Brown L, Rimm E, Seddon J, Giovannucci E, Chasan-Taber L, Spiegelman D, Willett W, Hankinson S. A prospective study of carotenoid intake and risk of cataract extraction in US men. American Journal Of Clinical Nutrition 1999, 70: 517-524. PMID: 10500021, DOI: 10.1093/ajcn/70.4.517.Peer-Reviewed Original ResearchMeSH KeywordsAdultAge FactorsAgedAlcohol Drinkingbeta CaroteneBrassicaCarotenoidsCataractCataract ExtractionCohort StudiesDiabetes ComplicationsDiet SurveysHumansLuteinMaleMiddle AgedMultivariate AnalysisProspective StudiesRisk FactorsSmokingSpinacia oleraceaSurveys and QuestionnairesUnited StatesVitamin AXanthophyllsZeaxanthinsConceptsCataract extractionLower riskUS male health professionalsDetailed dietary questionnairesMale health professionalsProspective epidemiologic dataProspective cohort studyIntake of carotenoidsRisk of cataractPotential risk factorsAge-related cataractSenile cataract extractionDietary questionnaireCohort studyZeaxanthin intakeHighest fifthProspective studyRisk factorsEpidemiologic dataHigh intakeCarotenoid intakeUS menDietary antioxidantsVitamin AHealth professionals
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