2022
Longitudinal associations between flavored tobacco use and tobacco product cessation in a national sample of adults
Steeger CM, Harlow AF, Barrington-Trimis JL, Simon P, Hill KG, Leventhal AM. Longitudinal associations between flavored tobacco use and tobacco product cessation in a national sample of adults. Preventive Medicine 2022, 161: 107143. PMID: 35803351, PMCID: PMC9994601, DOI: 10.1016/j.ypmed.2022.107143.Peer-Reviewed Original ResearchConceptsTobacco productsTobacco useLower likelihoodFlavor useReduced likelihoodLong-term cessationShort-term abstinencePublic health impactTobacco product useWave 2Wave 4Adverse public health impactsReduced oddsHealth StudySociodemographic characteristicsAdult survey dataLong-term associationOlder adultsYoung adultsLongitudinal associationsCessationProduct useTwo yearsHealth impactsAdults
2021
Prospective Associations of Pain Intensity and Substance Use in the United States Population: A Cross-Lagged Panel Analysis.
Roberts W, Moore KE, Verplaetse TL, Zakiniaeiz Y, Burke C, Peltier MR, McKee SA. Prospective Associations of Pain Intensity and Substance Use in the United States Population: A Cross-Lagged Panel Analysis. Journal Of Studies On Alcohol And Drugs 2021, 82: 576-583. PMID: 34546903, PMCID: PMC8819613, DOI: 10.15288/jsad.2021.82.576.Peer-Reviewed Original ResearchConceptsModerate drinking guidelinesPain intensitySubstance use outcomesSubsequent pain intensitySubstance useDrinking guidelinesUse outcomesProspective associationsLevel of painUse problemsHarmful substance usePositive prospective associationUnited States populationSubstance use problemsAlcohol use problemsReciprocal associationsHealth StudyRepresentative cohortCohort surveyPainAdult survey dataWeekly useHistory of useDemographic covariatesOutcomes
2018
Development and Validation of a Multiparameterized Artificial Neural Network for Prostate Cancer Risk Prediction and Stratification
Roffman DA, Hart GR, Leapman MS, Yu JB, Guo FL, Ali I, Deng J. Development and Validation of a Multiparameterized Artificial Neural Network for Prostate Cancer Risk Prediction and Stratification. JCO Clinical Cancer Informatics 2018, 2: 1-10. PMID: 30652591, PMCID: PMC6873987, DOI: 10.1200/cci.17.00119.Peer-Reviewed Original ResearchConceptsProstate Cancer Risk PredictionCancer risk predictionPositive predictive valueProstate cancerRisk predictionPredictive valueHistory of strokeHigh-risk subgroupsBody mass indexCancer risk stratificationHealth informationPersonal health informationPrimary prostate cancerYears of ageDiabetes statusRisk stratificationSmoking statusMass indexCancer populationHeart diseaseExercise habitsCancer riskHigh riskCutoff valueAdult survey dataPredicting non-melanoma skin cancer via a multi-parameterized artificial neural network
Roffman D, Hart G, Girardi M, Ko CJ, Deng J. Predicting non-melanoma skin cancer via a multi-parameterized artificial neural network. Scientific Reports 2018, 8: 1701. PMID: 29374196, PMCID: PMC5786038, DOI: 10.1038/s41598-018-19907-9.Peer-Reviewed Original ResearchConceptsNon-melanoma skin cancerFamily historySkin cancerUVR exposureHistory of strokePotential predictive parametersNon-cancer casesFamily history informationUltraviolet radiation exposureDiabetic statusSmoking statusHeart diseaseRisk factorsExercise habitsHispanic ethnicityPredictive parametersAdult survey dataEarly detectionRadiation exposureROC curveHealth informationPersonal health informationNovel associationsCancerExposure
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