2025
Management of low back pain among Medicaid beneficiaries: modalities, patterns, and perspectives across states
Tormohlen K, Luo C, Ahsan A, Coleman B, Dow P, Becker W, Haegerich T, McGinty E. Management of low back pain among Medicaid beneficiaries: modalities, patterns, and perspectives across states. Health Affairs Scholar 2025, 3: qxaf180. DOI: 10.1093/haschl/qxaf180.Peer-Reviewed Original ResearchLow back painLow-value careChronic pain expertsMedicaid beneficiariesPain expertsValue careBack painManagement of low back painLow back pain diagnosisLow back pain treatmentLong-term opioid therapyBack pain diagnosisBack pain treatmentNon-opioid analgesic medicationsNon-pharmacological methodsModality of treatmentCause of disabilityPatterns of treatmentConclusions BarriersOpioid therapyConservative therapyPain specialistsPain diagnosisHigh-dosePain treatment
2019
Machine Learning-Based Predictive Modeling of Surgical Intervention in Glaucoma Using Systemic Data From Electronic Health Records
Baxter S, Marks C, Kuo T, Ohno-Machado L, Weinreb R. Machine Learning-Based Predictive Modeling of Surgical Intervention in Glaucoma Using Systemic Data From Electronic Health Records. American Journal Of Ophthalmology 2019, 208: 30-40. PMID: 31323204, PMCID: PMC6888922, DOI: 10.1016/j.ajo.2019.07.005.Peer-Reviewed Original ResearchConceptsPrimary open-angle glaucomaElectronic health recordsMultivariable logistic regressionSurgical interventionGlaucoma surgeryPOAG patientsSystemic dataHigher mean systolic blood pressureMean systolic blood pressureNon-opioid analgesic medicationsLogistic regressionCertain medication classesEye-specific dataHealth recordsRisk of progressionSystolic blood pressureOpen-angle glaucomaSingle academic institutionAnti-hyperlipidemic medicationsAnalgesic medicationMedication classesProgressive diseaseBlood pressureCalcium blockersOphthalmic medications
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