Assessing longitudinal housing status using Electronic Health Record data: a comparison of natural language processing, structured data, and patient-reported history
Chapman A, Cordasco K, Chassman S, Panadero T, Agans D, Jackson N, Clair K, Nelson R, Montgomery A, Tsai J, Finley E, Gabrielian S. Assessing longitudinal housing status using Electronic Health Record data: a comparison of natural language processing, structured data, and patient-reported history. Frontiers In Artificial Intelligence 2023, 6: 1187501. PMID: 37293237, PMCID: PMC10244644, DOI: 10.3389/frai.2023.1187501.Peer-Reviewed Original ResearchNatural language processingStructured data elementsElectronic health recordsData elementsLanguage processingFree-text clinical narrativesStructured dataMultiple data sourcesClinical narrativesElectronic health record dataPromising performanceVeterans Affairs electronic health recordsHealth recordsData sourcesHealth record dataOptimal performanceVA electronic health recordTraditional methodsClinical notesProcessingRecord dataEvaluation effortsPerformanceCodeServices