2020
Exploring supervised machine learning approaches to predicting Veterans Health Administration chiropractic service utilization
Coleman BC, Fodeh S, Lisi AJ, Goulet JL, Corcoran KL, Bathulapalli H, Brandt CA. Exploring supervised machine learning approaches to predicting Veterans Health Administration chiropractic service utilization. Chiropractic & Manual Therapies 2020, 28: 47. PMID: 32680545, PMCID: PMC7368704, DOI: 10.1186/s12998-020-00335-4.Peer-Reviewed Original ResearchConceptsSpinal pain conditionsService utilizationPain conditionsChiropractic careConservative interventionsChiropractic servicesVA chiropractic servicesRetrospective cohort studyHealthcare service utilizationHealthcare cost burdenLimited clinical utilityLower healthcare costsCohort entryCohort studyDiagnosis cohortPain statusPrimary outcomeChiropractic visitsClinical featuresUS adultsClinical utilityHealthcare costsDifferent clinical populationsVisitsClinical populations
2015
Deconstructing Chronic Low Back Pain in the Older Adult–Step by Step Evidence and Expert-Based Recommendations for Evaluation and Treatment: Part II: Myofascial Pain
Lisi AJ, Breuer P, Gallagher RM, Rodriguez E, Rossi MI, Schmader K, Scholten JD, Weiner DK. Deconstructing Chronic Low Back Pain in the Older Adult–Step by Step Evidence and Expert-Based Recommendations for Evaluation and Treatment: Part II: Myofascial Pain. Pain Medicine 2015, 16: 1282-1289. PMID: 26087225, DOI: 10.1111/pme.12821.Peer-Reviewed Original ResearchConceptsChronic low back painMyofascial painLow back painBack painOlder adultsOlder Adult—StepPrimary care providersMultidisciplinary expert panelPrimary care physician panelsSequential treatment optionsEvidence-based recommendationsSelf-care approachesDry needlingInjection therapyHome exercisesSafe analgesicManual therapyTreatment optionsCare providersRepresentative clinical casesPainPhysician panelPlanning treatmentAdult stepClinical cases