2020
Identifying Multisite Chronic Pain with Electronic Health Records Data
Von Korff M, DeBar LL, Deyo RA, Mayhew M, Kerns RD, Goulet JL, Brandt C. Identifying Multisite Chronic Pain with Electronic Health Records Data. Pain Medicine 2020, 21: 3387-3392. PMID: 32918481, PMCID: PMC7770230, DOI: 10.1093/pm/pnaa295.Peer-Reviewed Original ResearchConceptsMultisite chronic painElectronic health care dataChronic painChronic pain impactElectronic health recordsHealth care dataCare dataPain impactHealth recordsLong-term opioid useCommon chronic pain conditionsPain-related disabilityChronic pain conditionsKaiser Permanente NorthwestElectronic health record dataHealth record dataPositive predictive valueOpioid usePain severityPain conditionsDepressive symptomsPainPredictive valueEpidemiological researchRecord data
2017
Classifying clinical notes with pain assessment using machine learning
Fodeh SJ, Finch D, Bouayad L, Luther SL, Ling H, Kerns RD, Brandt C. Classifying clinical notes with pain assessment using machine learning. Medical & Biological Engineering & Computing 2017, 56: 1285-1292. PMID: 29280092, PMCID: PMC6014866, DOI: 10.1007/s11517-017-1772-1.Peer-Reviewed Original ResearchConceptsPain care qualityPain assessmentClinical notesChronic painMusculoskeletal diagnosesSignificant public health problemCharacteristics of patientsIntensity of painType of painPublic health problemPain sitesPain complaintsPatient reportsPainPatientsHealth problemsCare qualityFiscal year 2011Health recordsMillions of peopleComplete dataClinical applicationDiagnosisDemographic variablesWide spectrum
2016
Communicating diagnostic certainty of psychogenic nonepileptic seizures — a national study of provider documentation
Altalib HH, Elzamzamy K, Pugh MJ, Gonzalez JB, Cheung KH, Fenton BT, Kerns RD, Brandt CA, LaFrance WC. Communicating diagnostic certainty of psychogenic nonepileptic seizures — a national study of provider documentation. Epilepsy & Behavior 2016, 64: 4-8. PMID: 27723497, DOI: 10.1016/j.yebeh.2016.08.032.Peer-Reviewed Original ResearchConceptsPsychogenic nonepileptic seizuresElectronic health recordsNonepileptic seizuresVeterans Affairs electronic health recordsDiagnosis of PNESInappropriate health careMajority of patientsPrimary care providersImpressions of patientsHealth care professionalsMental health professionalsEpilepsy criteriaProvider documentationClinical impressionCare providersCare professionalsInternational LeagueDiagnostic certaintyHealth professionalsPatientsProgress notesHealth recordsHealth careSeizuresNeurologists