2022
Artificial Intelligence (AI) to improve chronic pain care: Evidence of AI learning
Piette J, Newman S, Krein S, Marinec N, Chen J, Williams D, Edmond S, Driscoll M, LaChappelle K, Maly M, Kim H, Farris K, Higgins D, Kerns R, Heapy A. Artificial Intelligence (AI) to improve chronic pain care: Evidence of AI learning. Intelligence-Based Medicine 2022, 6: 100064. DOI: 10.1016/j.ibmed.2022.100064.Peer-Reviewed Original ResearchPatient interactionsPatient subgroupsInteractive voice response callsPain-related interferenceComparative effectiveness trialChronic pain careCourse of therapyPedometer step countsDisease management programsCognitive behavioral therapyCBT-CPChronic painMore patientsPain careTreatment modalitiesTreatment recommendationsEffectiveness trialPatientsStep countBehavioral therapyClinician timeWeeksTherapy sessionsMethods DataTherapist feedback
2017
Developing a typology of patient-generated behavioral goals for cognitive behavioral therapy for chronic pain (CBT-CP): classification and predicting outcomes
Heapy AA, Wandner L, Driscoll MA, LaChappelle K, Czlapinski R, Fenton BT, Piette JD, Aikens JE, Janevic MR, Kerns RD. Developing a typology of patient-generated behavioral goals for cognitive behavioral therapy for chronic pain (CBT-CP): classification and predicting outcomes. Journal Of Behavioral Medicine 2017, 41: 174-185. PMID: 28936717, DOI: 10.1007/s10865-017-9885-4.Peer-Reviewed Original ResearchConceptsCognitive behavioral therapyChronic painYard workTreatment outcomesPhysical activityDepressive symptomsPain-related interferenceWork/schoolPain intensityFunctional statusTreatment goalsPredicting OutcomePatient valuesMeaningful improvementsOutcome domainsBehavioral therapyWellness goalsRecreational activitiesPainTherapyOutcomesSymptomsBehavioral goalsActivityInteractive Voice Response–Based Self-management for Chronic Back Pain: The COPES Noninferiority Randomized Trial
Heapy AA, Higgins DM, Goulet JL, LaChappelle KM, Driscoll MA, Czlapinski RA, Buta E, Piette JD, Krein SL, Kerns RD. Interactive Voice Response–Based Self-management for Chronic Back Pain: The COPES Noninferiority Randomized Trial. JAMA Internal Medicine 2017, 177: 765-773. PMID: 28384682, PMCID: PMC5818820, DOI: 10.1001/jamainternmed.2017.0223.Peer-Reviewed Original ResearchConceptsPerson cognitive-behavioural therapyChronic back painNumeric rating scaleCognitive behavioral therapyBack painChronic painPrimary outcomeSleep qualityVeterans Affairs Health Care SystemPrespecified noninferiority marginAverage pain intensityNonpharmacologic treatment optionsPain-related interferenceChronic pain treatmentSelf-management trialCognitive behavioral therapy deliveryIndividual CBT sessionsEvidence-based treatmentsQuality of lifeSelf-help manualHealth care systemIVR monitoringNonpharmacologic interventionsSecondary outcomesStandard therapy