Extracting Pain Care Quality Indicators from U.S. Veterans Health Administration Chiropractic Care Using Natural Language Processing
Coleman B, Finch D, Wang R, Luther S, Heapy A, Brandt C, Lisi A. Extracting Pain Care Quality Indicators from U.S. Veterans Health Administration Chiropractic Care Using Natural Language Processing. Applied Clinical Informatics 2023, 14: 600-608. PMID: 37164327, PMCID: PMC10411229, DOI: 10.1055/a-2091-1162.Peer-Reviewed Original ResearchConceptsCare quality indicatorsVeterans Health AdministrationVisit typePain assessmentChiropractic careConsultation visitCare qualityClinic visit typePain care qualityComprehensive pain assessmentWomen Veterans Cohort StudyCare visitsCohort studyMusculoskeletal painManagement visitsVisit notesHealth AdministrationConsultation notesChiropractic servicesVisitsQuality indicatorsMean numberTreatment planningPatientsDescriptive statisticsA Systems Approach for Assessing Low Back Pain Care Quality in Veterans Health Administration Chiropractic Visits: A Cross-Sectional Analysis
Muller R, Graham S, Zhao X, Bastian L, Sites A, Corcoran K, Lisi A. A Systems Approach for Assessing Low Back Pain Care Quality in Veterans Health Administration Chiropractic Visits: A Cross-Sectional Analysis. Journal Of Manipulative And Physiological Therapeutics 2023, 46: 171-181. PMID: 38142380, DOI: 10.1016/j.jmpt.2023.11.002.Peer-Reviewed Original ResearchPain care qualityChiropractic visitsCare qualitySystemwide processAdvice/educationSoft tissue therapyElectronic health record dataEducation/adviceCare quality assessmentManual chart reviewHealth record dataQuality improvement projectCross-sectional analysisChronic visitsClinical characteristicsNeck painChart reviewFemale patientsInitial visitNeurologic examinationPhysical examinationTherapeutic exerciseMedical historyVisitsRecord data