2024
Reduction in Unindicated Cervical Cancer Screening in Adolescents in a Large Health Care System.
Geng B, Oliveira C, Hosier H, Sheth S, Vash-Margita A. Reduction in Unindicated Cervical Cancer Screening in Adolescents in a Large Health Care System. Journal Of Lower Genital Tract Disease 2024 PMID: 39037856, DOI: 10.1097/lgt.0000000000000831.Peer-Reviewed Original ResearchBest Practice AdvisoryCervical cancer screeningElectronic medical recordsHealth care systemCancer screeningPap testCare systemLarger health care systemPre/post intervention studyEvidence-based guidelinesProvider notificationPostinterventionPractice advisoryIntervention studiesPreinterventionFisher's exact testHuman papillomavirus test resultsLogistic regressionRetrospective chart reviewReproductive healthMedical recordsHuman papillomavirus testingPatient characteristicsChart reviewKruskal-Wallis test
2022
Bayesian Model Averaging to Account for Model Uncertainty in Estimates of a Vaccine’s Effectiveness
Oliveira CR, Shapiro ED, Weinberger DM. Bayesian Model Averaging to Account for Model Uncertainty in Estimates of a Vaccine’s Effectiveness. Clinical Epidemiology 2022, 14: 1167-1175. PMID: 36281232, PMCID: PMC9587703, DOI: 10.2147/clep.s378039.Peer-Reviewed Original ResearchVaccine effectiveness studiesCase-control studyConfidence intervalsModel uncertaintyYears of ageBayesian model averaging frameworkResidents of ConnecticutModel selection methodsLyme vaccineVaccine effectivenessVE estimatesPotential confoundersImmunization historyHealthy controlsMedical recordsMultivariable modelingBayesian model averagingPerformance of BMANew vaccinesReal-world settingEffectiveness studiesLyme diseaseBMA frameworkParameter estimationControl of confoundingAssessment of Clinical Effectiveness of BNT162b2 COVID-19 Vaccine in US Adolescents
Oliveira CR, Niccolai LM, Sheikha H, Elmansy L, Kalinich CC, Grubaugh ND, Shapiro ED, Billig K, Breban M, Brito A, Earnest R, Fauver J, Koch T, Ott I, Petrone M, Vogels C, Pham K, Tikhonova I, Castaldi C, Mane S, Bilguvar K, De Kumar B, Ferguson D, Kerantzas N, Landry M, Peaper D, Schulz W. Assessment of Clinical Effectiveness of BNT162b2 COVID-19 Vaccine in US Adolescents. JAMA Network Open 2022, 5: e220935. PMID: 35238933, PMCID: PMC8895259, DOI: 10.1001/jamanetworkopen.2022.0935.Peer-Reviewed Original ResearchConceptsSARS-CoV-2 infectionCase-control studyVaccine effectivenessBNT162b2 vaccineSARS-CoV-2Medical recordsAsymptomatic SARS-CoV-2 infectionBNT162b2 COVID-19 vaccineRetrospective case-control studyRT-PCR test resultsSARS-CoV-2 testUS adolescentsReverse transcription polymerase chain reaction testConditional logistic regression modelsTranscription polymerase chain reaction testDoses of vaccineControl participantsClinical trial populationsRelevant clinical dataCase participantsCOVID-19 vaccinePositive test resultsChain reaction testCounty of residenceNegative test results
2021
Effectiveness of HPV vaccine by age at vaccination and number of doses: protocol for a population-based matched case–control study
Oliveira CR, Ortiz AM, Sheth SS, Shapiro ED, Niccolai LM. Effectiveness of HPV vaccine by age at vaccination and number of doses: protocol for a population-based matched case–control study. BMJ Open 2021, 11: e043093. PMID: 33875441, PMCID: PMC8057558, DOI: 10.1136/bmjopen-2020-043093.Peer-Reviewed Case Reports and Technical NotesConceptsHigh-grade cervical lesionsPre-licensure clinical trialsHPV vaccineCase-control studyNumber of dosesClinical trialsFirst human papillomavirus (HPV) vaccineMultivariate conditional logistic regressionNormal Pap test resultsReal-world clinical settingHuman papillomavirus vaccinePap test resultsHPV types 16Time of immunisationReal-world effectivenessConditional logistic regressionInstitutional review boardDate of testingPapillomavirus vaccineCervical lesionsPotential confoundersVaccine programMedical recordsPersistent infectionType 16
2020
Natural Language Processing for Surveillance of Cervical and Anal Cancer and Precancer: Algorithm Development and Split-Validation Study
Oliveira CR, Niccolai P, Ortiz AM, Sheth SS, Shapiro ED, Niccolai LM, Brandt CA. Natural Language Processing for Surveillance of Cervical and Anal Cancer and Precancer: Algorithm Development and Split-Validation Study. JMIR Medical Informatics 2020, 8: e20826. PMID: 32469840, PMCID: PMC7671846, DOI: 10.2196/20826.Peer-Reviewed Original ResearchNatural language processing algorithmLanguage processing algorithmNatural language processingProcessing algorithmsLanguage processingClassification accuracyAlgorithm performanceUnstructured narrative textAlgorithm classification accuracyNarrative pathology reportsRule-based methodMachine learningManual reviewF-measureDocument levelPathology reportsAlgorithm developmentLow recallHistology reportsAlgorithmMedical recordsClinical dataHuman papillomavirus-associated cancersHuman papillomavirus cancersHuman papillomavirus disease
2018
Impact of a clinical interventions bundle on uptake of HPV vaccine at an OB/GYN clinic
Deshmukh U, Oliveira CR, Griggs S, Coleman E, Avni-Singer L, Pathy S, Shapiro ED, Sheth SS. Impact of a clinical interventions bundle on uptake of HPV vaccine at an OB/GYN clinic. Vaccine 2018, 36: 3599-3605. PMID: 29759380, PMCID: PMC6314176, DOI: 10.1016/j.vaccine.2018.05.039.Peer-Reviewed Original ResearchConceptsIntervention bundleOB/GYN clinicPrevalence of womenUninsured womenVaccine uptakeAttributable reductionsMissed opportunityHPV vaccine seriesVaccine-eligible visitsVaccine-eligible womenHPV vaccine uptakeMonthly rateYoung adult womenLast study monthInterrupted time series modelHPV vaccineVaccine seriesMedical recordsHispanic womenAdult womenWhite womenStudy periodYoung adultsVaccineWomen
2017
Missed opportunities for HPV immunization among young adult women
Oliveira CR, Rock RM, Shapiro ED, Xu X, Lundsberg L, Zhang LB, Gariepy A, Illuzzi JL, Sheth SS. Missed opportunities for HPV immunization among young adult women. American Journal Of Obstetrics And Gynecology 2017, 218: 326.e1-326.e7. PMID: 29223597, PMCID: PMC5924702, DOI: 10.1016/j.ajog.2017.11.602.Peer-Reviewed Original ResearchConceptsHuman papillomavirus immunizationYoung adult womenGynecology clinicAdult womenMissed clinical opportunitiesVaccine-eligible visitsVaccine-eligible womenHuman papillomavirus vaccineMultivariable logistic regressionCross-sectional studyHospital-based obstetricsYears of ageYoung adult populationSignificant racial disparitiesUrban obstetricsPostpartum visitClinic visitsEligible womenPapillomavirus vaccinePatient characteristicsHPV immunizationHuman papillomavirusAdjusted oddsMedical recordsDifferent vaccines