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
2004
The Future of Health Psychology Interventions
Nicassio PM, Meyerowitz BE, Kerns RD. The Future of Health Psychology Interventions. Health Psychology 2004, 23: 132-137. PMID: 15008656, DOI: 10.1037/0278-6133.23.2.132.Peer-Reviewed Original ResearchConceptsHealth psychology interventionsPublic health benefitsAdoption of treatmentsChronic illnessPsychology interventionsComplementary treatmentClinical inputClinical settingEffectiveness studiesMedical symptomsTreatment effectivenessPsychophysiological disordersHealth benefitsClinical applicationIntervention approachesInterventionTreatmentIndividual differencesSymptomsIllnessContextual factors