2024
Machine Learning-Based Prediction of Binge Drinking among Adults in the United State: Analysis of the 2022 Health Information National Trends Survey
Huang X, Dai Z, Wang K, Luo X. Machine Learning-Based Prediction of Binge Drinking among Adults in the United State: Analysis of the 2022 Health Information National Trends Survey. 2024, 1-10. DOI: 10.1145/3670085.3670090.Peer-Reviewed Original ResearchHealth Information National Trends SurveyNational Trends SurveySupport vector machineTrends SurveyBinge drinkingMachine learningMultiple health behaviour interventionsRisk factors of binge drinkingHealth behavior interventionsImprove health outcomesPrevalence of binge drinkingK-nearest neighborHealth outcomesSocial mediaTobacco useU.S. adultsRadial basis functionBehavioral interventionsUnited StatesAlcohol useNaive BayesFeature selectionLogistic regressionK-nearestMachine learning-based prediction
2018
Principal component analysis of early alcohol, drug and tobacco use with major depressive disorder in US adults
Wang K, Liu Y, Ouedraogo Y, Wang N, Xie X, Xu C, Luo X. Principal component analysis of early alcohol, drug and tobacco use with major depressive disorder in US adults. Journal Of Psychiatric Research 2018, 100: 113-120. PMID: 29518578, PMCID: PMC6329582, DOI: 10.1016/j.jpsychires.2018.02.022.Peer-Reviewed Original ResearchConceptsMajor depressive disorderDrug useEarly alcoholDepressive disorderOdds ratioAdult major depressive disorderMultiple logistic regression analysisConfidence intervalsMultiple logistic regressionLogistic regression analysisOverall prevalenceTobacco useUS adultsSignificant associationLogistic regressionRegression analysisNational surveyDisordersAdultsPotential factorsScoresAssociationTobaccoYearsPast year
2017
Analysis of PTPRK polymorphisms in association with risk and age at onset of Alzheimer's disease, cancer risk, and cholesterol
Chen Y, Xu C, Harirforoosh S, Luo X, Wang KS. Analysis of PTPRK polymorphisms in association with risk and age at onset of Alzheimer's disease, cancer risk, and cholesterol. Journal Of Psychiatric Research 2017, 96: 65-72. PMID: 28987514, PMCID: PMC6195678, DOI: 10.1016/j.jpsychires.2017.09.021.Peer-Reviewed Original ResearchMeSH KeywordsAdultAge of OnsetAgedAged, 80 and overAlzheimer DiseaseCase-Control StudiesCerebellumCholesterolComputer SimulationFamilyGene ExpressionGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMiddle AgedNeoplasmsPolymorphism, Single NucleotideReceptor-Like Protein Tyrosine Phosphatases, Class 2ConceptsRisk of ADRisk of cancerAlzheimer's diseaseAAO of ADSingle nucleotide polymorphismsTotal cholesterol levelsMultiple logistic regressionLDL cholesterolTotal cholesterolCholesterol levelsAD patientsCancer riskMultiple linear regression analysisLinear regression analysisNeuropsychiatric disordersLogistic regressionDiseaseCancerWilcoxon testExpression levelsRiskRegression analysisGene expression levelsHuman brainGenetic variants