Michelle Olakkengil, Samira Said, Omar Abdalla, Rachel Hofmann, Bethany Hedt-Gauthier, Isabel Fulcher
Are populations of postpartum women differentially served by community health worker programs: an observational cohort study from Zanzibar, Tanzania
BMC pregnancy and childbirth
diabetic retinopathy dr one common complications diabetes mellitus global burden immense worldwide prevalence 85 recent advancements artificial intelligence ai demonstrated potential transform landscape ophthalmology earlier detection management dr study seeks provide update evaluate accuracy current diagnostic ability ai detecting dr versus ophthalmologists additionally review highlight potential ai integration enhance dr screening management disease progression systematic review current landscape ais role dr undertaken guided prisma preferred reporting items systematic reviews metaanalysis model relevant peerreviewed papers published english identified searching 4 international databases pubmed embase cinahl cochrane central register controlled trials eligible studies include randomized controlled trials observational studies cohort studies published 2022 evaluate ais performance retinal imaging detection dr diverse adult populations studies focus specific comorbid conditions nonimagebased applications ai lacking direct comparison group clear methodology excluded selected papers independently assessed bias 2 review authors js dm using quality assessment diagnostic accuracy studies tool systematic reviews upon systematic review completion determined sufficient data metaanalysis performed data synthesis use quantitative model statistical software revman stata used produce randomeffects metaregression model pool data selected studies using selected search queries across multiple databases accumulated 3494 studies regarding topic interest 1588 duplicates leaving 1906 unique research papers review analyze systematic review metaanalysis protocol outlines comprehensive evaluation ai dr detection active study anticipated assess current accuracy ai methods detecting dr derr110219657292