Natalie Masis, Susan L Johnson, Jennifer McCaffrey, Karen Chapman-Novakofski
Fruit and Vegetable Preferences and Identification by Kindergarteners through 2nd-Graders With or Without the US Department of Agriculture Fresh Fruit and Vegetable Program
Journal of nutrition education and behavior
investigate potential value feasibility creating listing systemwide registry patients atrisk established atherosclerotic cardiovascular disease ascvd within large healthcare system using automated data extraction methods systematically identify burden determinants spectrum atrisk patients inform population health management additionally houston methodist cardiovascular disease learning health system hm cvdlhs registry intends create highquality datadriven analytical insights assess track promote cardiovascular research care conducted retrospective multicenter cohort analysis adult patients seen outpatient settings large healthcare system june 2016 december 2022 create emrbased registry common framework developed automatically extract clinical data emr integrate social determinants health information retrieved external sources microsofts sql server management studio used creating multiple extracttransformload scripts stored procedures collecting cleaning storing monitoring reviewing autoupdating validating reporting data based registry goals realtime programmatically deidentified autoupdated emrbased hm cvdlhs registry developed 450 variables stored multiple tables containing information related patients demographics encounters diagnoses vitals labs medication use comorbidities 1171768 adult individuals registry 113022 96 ascvd patients identified june 2016 december 2022 mean age 692 122 years 55 men 15 black individuals multilevel groupings patients laboratory test results medication use analyzed evaluating outcomes interest hm cvdlhs registry database developed successfully providing listing registry patients established ascvd risk approach empowers knowledge inference provides support efforts move away manual patient chart abstraction suggesting common registry framework concurrent design data collection tools reporting rapidly extracting useful structured clinical data emrs creating patient specialty population registries