2025
Machine learning predicting acute pain and opioid dose in radiation treated oropharyngeal cancer patients
Salama V, Humbert-Vidan L, Godinich B, Wahid K, ElHabashy D, Naser M, He R, Mohamed A, Sahli A, Hutcheson K, Gunn G, Rosenthal D, Fuller C, Moreno A. Machine learning predicting acute pain and opioid dose in radiation treated oropharyngeal cancer patients. Frontiers In Pain Research 2025, 6: 1567632. PMID: 40256643, PMCID: PMC12006146, DOI: 10.3389/fpain.2025.1567632.Peer-Reviewed Original ResearchMorphine equivalent daily doseBaseline pain scoresPain intensityOpioid doseRadiation therapyAnalgesic efficacyPain scoresAcute painPatients treated with RTOral cavity/oropharyngeal cancerPersonalized pain managementPredicting pain intensityOropharyngeal cancer patientsAcute pain severityEquivalent daily doseEarly risk stratificationVital signsLogistic regressionRisk stratification modelOpioid requirementsPain severityDaily doseRetrospective studyRisk stratificationPain management
2023
Video-telecare collaborative pain management during COVID-19: a single-arm feasibility study
Rogers D, Frank J, Wesolowicz D, Nolan C, Schroeder A, Falker C, Abelleira A, Moore B, Becker W, Edmond S. Video-telecare collaborative pain management during COVID-19: a single-arm feasibility study. BMC Primary Care 2023, 24: 134. PMID: 37386370, PMCID: PMC10308713, DOI: 10.1186/s12875-023-02052-2.Peer-Reviewed Original ResearchConceptsMorphine equivalent daily doseSingle-arm feasibility studyEquivalent daily dosePain managementDaily doseLong-term opioid therapyInitial intakeMultiple appointmentsNon-pharmacologic interventionsOpioid use disorderPrimary care providersPain management programGuideline-based careEvidence-based interventionsBackgroundChronic painOpioid therapyBehavioral painChronic painPrimary careCommon conditionCare providersPatientsU.S. veteransPainPreliminary data
2022
Association Between Exposure to Complementary and Integrative Therapies and Opioid Analgesic Daily Dose Among Patients on Long-term Opioid Therapy
Black AC, Zeliadt SB, Kerns RD, Skanderson M, Wang R, Gelman H, Douglas JH, Becker WC. Association Between Exposure to Complementary and Integrative Therapies and Opioid Analgesic Daily Dose Among Patients on Long-term Opioid Therapy. The Clinical Journal Of Pain 2022, 38: 405-409. PMID: 35440528, DOI: 10.1097/ajp.0000000000001039.Peer-Reviewed Original ResearchConceptsLong-term opioid therapyMorphine equivalent daily doseVeterans Health AdministrationDaily doseCIH exposureOpioid doseOpioid therapyWhole health systemCIH useVHA electronic health recordsIntegrative health modalitiesOpioid analgesic doseMean starting doseMental health diagnosesElectronic health recordsAnalgesic doseCIH therapiesNonopioid treatmentCohort entryOpioid taperingStarting doseAdverse eventsPain intensityChiropractic careVHA facilities
2020
All-cause mortality among males living with and without HIV initiating long-term opioid therapy, and its association with opioid dose, opioid interruption and other factors
Gordon K, Manhapra A, Crystal S, Dziura J, Edelman E, Skanderson M, Kerns R, Justice A, Tate J, Becker W. All-cause mortality among males living with and without HIV initiating long-term opioid therapy, and its association with opioid dose, opioid interruption and other factors. Drug And Alcohol Dependence 2020, 216: 108291. PMID: 33011662, PMCID: PMC7644145, DOI: 10.1016/j.drugalcdep.2020.108291.Peer-Reviewed Original ResearchConceptsMorphine equivalent daily doseCause mortalityLong-term opioid therapyTime-updated Cox regressionStrong dose-response relationshipUnnatural deathsEquivalent daily doseDose-response relationshipOpioid doseOpioid therapyUninfected patientsOpioid useDaily doseCox regressionMortality outcomesTherapy doseHigh doseMale veteransOverdose fatalitiesOverdose mortalityPLWHMortalityHIVPatientsDose
2019
Association of Prescribed Opioids With Increased Risk of Community-Acquired Pneumonia Among Patients With and Without HIV
Edelman EJ, Gordon KS, Crothers K, Akgün K, Bryant KJ, Becker WC, Gaither JR, Gibert CL, Gordon AJ, Marshall BDL, Rodriguez-Barradas MC, Samet JH, Justice AC, Tate JP, Fiellin DA. Association of Prescribed Opioids With Increased Risk of Community-Acquired Pneumonia Among Patients With and Without HIV. JAMA Internal Medicine 2019, 179: 297-304. PMID: 30615036, PMCID: PMC6439696, DOI: 10.1001/jamainternmed.2018.6101.Peer-Reviewed Original ResearchConceptsVeterans Aging Cohort StudyCommunity-acquired pneumoniaImmunosuppressive propertiesPrescribed opioidsCaP riskHIV statusMedian morphine equivalent daily doseVeterans Health Administration medical centersMorphine equivalent daily doseEquivalent daily doseAging Cohort StudyCase-control studyImmune-related outcomesRace/ethnicityIndex dateOpioid exposureCohort studyDaily doseOpioid propertiesStratified analysisMedical CenterMAIN OUTCOMEOpioidsMedicaid dataHIV
2018
Testing implementation facilitation of a primary care-based collaborative care clinical program using a hybrid type III interrupted time series design: a study protocol
Midboe AM, Martino S, Krein SL, Frank JW, Painter JT, Chandler M, Schroeder A, Fenton BT, Troszak L, Erhardt T, Kerns RD, Becker WC. Testing implementation facilitation of a primary care-based collaborative care clinical program using a hybrid type III interrupted time series design: a study protocol. Implementation Science 2018, 13: 145. PMID: 30486877, PMCID: PMC6262952, DOI: 10.1186/s13012-018-0838-2.Peer-Reviewed Original ResearchMeSH KeywordsAnalgesics, OpioidCooperative BehaviorEvidence-Based PracticeHumansImplementation ScienceInservice TrainingInterrupted Time Series AnalysisPain ManagementPractice Patterns, Physicians'Primary Health CareProgram EvaluationResearch DesignUnited StatesUnited States Department of Veterans AffairsWork EngagementConceptsCollaborative care interventionVeterans Health AdministrationImplementation facilitationPrimary careCare interventionsHigh-dose opioid therapyMorphine equivalent daily doseVHA health care systemClinical programsImplementation facilitation strategyOutpatient opioid prescriptionsOpioid prescribing practicesPain management servicesCollaborative care programEquivalent daily dosePrimary care clinicsPrimary care providersRE-AIM frameworkInterrupted time seriesOpioid overdose crisisHealth care systemInterrupted time series designEligible patientsMedication taperingOpioid therapyMultimodal Treatment Options, Including Rotating to Buprenorphine, Within a Multidisciplinary Pain Clinic for Patients on Risky Opioid Regimens: A Quality Improvement Study
Oldfield BJ, Edens EL, Agnoli A, Bone CW, Cervone DJ, Edmond SN, Manhapra A, Sellinger JJ, Becker WC. Multimodal Treatment Options, Including Rotating to Buprenorphine, Within a Multidisciplinary Pain Clinic for Patients on Risky Opioid Regimens: A Quality Improvement Study. Pain Medicine 2018, 19: s38-s45. PMID: 30203007, DOI: 10.1093/pm/pny086.Peer-Reviewed Original ResearchConceptsPrimary care providersIntake appointmentMorphine equivalent daily dosePartial opioid agonist buprenorphineVeterans Health Administration hospitalsPartial agonist therapiesPrescribed opioid dosesRetrospective cohort studyUnsafe useEquivalent daily doseMultidisciplinary pain clinicMultimodal treatment optionsChronic pain managementPrimary care settingQuality improvement studyHealth system levelHealth system improvementOpioid dosesCohort studyPain clinicDaily doseOpioid regimensPain managementMultidisciplinary clinicTreatment optionsA randomized matched-pairs study of feasibility, acceptability, and effectiveness of systems consultation: a novel implementation strategy for adopting clinical guidelines for Opioid prescribing in primary care
Quanbeck A, Brown RT, Zgierska AE, Jacobson N, Robinson JM, Johnson RA, Deyo BM, Madden L, Tuan WJ, Alagoz E. A randomized matched-pairs study of feasibility, acceptability, and effectiveness of systems consultation: a novel implementation strategy for adopting clinical guidelines for Opioid prescribing in primary care. Implementation Science 2018, 13: 21. PMID: 29370813, PMCID: PMC5784593, DOI: 10.1186/s13012-018-0713-1.Peer-Reviewed Original ResearchMeSH KeywordsAnalgesics, OpioidChronic PainDelivery of Health CareEvidence-Based PracticeFemaleFocus GroupsGuideline AdherenceHumansInterviews as TopicMaleOpioid-Related DisordersPractice Guidelines as TopicPractice Patterns, Physicians'Primary Health CareQualitative ResearchReferral and ConsultationResearch DesignConceptsOpioid prescribingIntervention clinicsClinical guidelinesPrimary careMorphine equivalent daily doseSafe opioid prescribingPercentage of patientsPrimary care clinicsMental health screenUrine drug testsRE-AIM frameworkDiscrete implementation strategiesMatched-pair studyInnovative implementation strategyDaily doseCare clinicsChronic painAcademic detailingTreatment agreementsHealth screenChronic conditionsImplementation strategiesOpioid abuseControl clinicsMixed-method evaluation
2017
Group Visits for Overdose Education and Naloxone Distribution in Primary Care: A Pilot Quality Improvement Initiative
Spelman JF, Peglow S, Schwartz AR, Burgo-Black L, McNamara K, Becker WC. Group Visits for Overdose Education and Naloxone Distribution in Primary Care: A Pilot Quality Improvement Initiative. Pain Medicine 2017, 18: 2325-2330. PMID: 29045696, DOI: 10.1093/pm/pnx243.Peer-Reviewed Original ResearchConceptsHigh-risk patientsGroup visitsUsual carePrimary careNaloxone distributionOverdose educationLong-term opioid therapyMorphine equivalent daily dosePilot quality improvement initiativeQuality improvement pilot studyPrimary care clinicsChronic pain populationsPatient satisfaction scoresVeterans Health AdministrationQuality improvement interventionsQuality improvement initiativesPrescription of naloxoneOpioid therapyDaily doseCare clinicsChronic painPain populationNaloxone prescriptionsOpioid overdoseOverdose deathsMultiple Sources of Prescription Payment and Risky Opioid Therapy Among Veterans
Becker WC, Fenton BT, Brandt CA, Doyle EL, Francis J, Goulet JL, Moore BA, Torrise V, Kerns RD, Kreiner PW. Multiple Sources of Prescription Payment and Risky Opioid Therapy Among Veterans. Medical Care 2017, 55: s33-s36. PMID: 28410338, DOI: 10.1097/mlr.0000000000000722.Peer-Reviewed Original ResearchConceptsOpioid therapySource of paymentHigher oddsHigh-dose opioid therapyHigh-risk opioid prescribingMorphine equivalent daily dosePayment sourceOpioid analgesic prescriptionsPrescription monitoring programsEquivalent daily doseCross-sectional studyAnalgesic prescriptionOpioid prescribingBenzodiazepine therapyDaily doseUS veteransFiscal year 2014TherapyPrivate insuranceLogistic regressionRelated harmsPrescription paymentAnalytic sampleOpioidsOdds
2015
Long-term Prescription of Opioids and/or Benzodiazepines and Mortality Among HIV-Infected and Uninfected Patients
Weisberg DF, Gordon KS, Barry DT, Becker WC, Crystal S, Edelman EJ, Gaither J, Gordon AJ, Goulet J, Kerns RD, Moore BA, Tate J, Justice AC, Fiellin DA. Long-term Prescription of Opioids and/or Benzodiazepines and Mortality Among HIV-Infected and Uninfected Patients. JAIDS Journal Of Acquired Immune Deficiency Syndromes 2015, 69: 223-233. PMID: 26009831, PMCID: PMC4446730, DOI: 10.1097/qai.0000000000000591.Peer-Reviewed Original ResearchConceptsLong-term opioidsMorphine equivalent daily doseOpioid receiptRisk of deathLong-term prescriptionUninfected patientsOpioid dosesAntiretroviral therapyHazard ratioDaily dosePropensity scoreHigher opioid dosesCause mortalityHIV statusAvailable patientsMortality riskOpioidsHIVPatientsProspective analysisMortalityBenzodiazepinesDosesDeathRisk
This site is protected by hCaptcha and its Privacy Policy and Terms of Service apply