Wei Cheng, PhD
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Yale Cancer Center, Yale School of Medicine
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Associate Research Scientist in Biostatistics
Yale Cancer Center, Yale School of MedicineBiography
Serving as an Associate Research Scientist, I am a member of the Biostatistics Shared Resources (BSR) team of the Yale Cancer Center and a reviewer of its Protocol Review Committee.
My expertise and research interests include: clinical trials methodology, clinical research based on electronic health records, generalized linear mixed models (e.g., usage in modeling clinical response, repeated measures), applied survival analysis, Bayesian approaches to health-care evaluation (e.g. hierarchical models, simultaneous evidence synthesis and cost-effectiveness modeling), comparative effectiveness research, systematic reviews and evidence synthesis methods (e.g. network meta-analysis, diagnostic / prognostic accuracy reviews), and so on.
Appointments
Biostatistics
Associate Research ScientistPrimary
Other Departments & Organizations
- Biostatistics
- Yale School of Public Health
Education & Training
- Postdoctoral Research Fellow
- Ottawa Hospital Research Institute (2018)
- PhD
- Brown University, Biostatistics
- BSc
- Beijing Normal University, Applied Mathematics
Research
Overview
Medical Subject Headings (MeSH)
Clinical Trial; Cohort Studies; Comparative Effectiveness Research; Electronic Health Records; Evidence-Based Medicine; Health Services Research; Network Meta-Analysis; Systematic Review
ORCID
0000-0002-1475-4079
Research at a Glance
Yale Co-Authors
Frequent collaborators of Wei Cheng's published research.
Publications Timeline
A big-picture view of Wei Cheng's research output by year.
Research Interests
Research topics Wei Cheng is interested in exploring.
Alexander B. Pine, MD, PhD
Alfred Lee, MD, PhD
Amer Zeidan, MBBS
David C. Madoff, MD
Elizabeth Horn Prsic, MD
Juan Carlos Perez Lozada, MD
53Publications
1,814Citations
Network Meta-Analysis
Cohort Studies
Evidence-Based Medicine
Publications
Pharmacological and non-pharmacological interventions to prevent delirium in critically ill patients: a systematic review and network meta-analysis
Burry LD, Cheng W, Williamson DR, Adhikari NK, Egerod I, Kanji S, Martin CM, Hutton B, Rose L. Pharmacological and non-pharmacological interventions to prevent delirium in critically ill patients: a systematic review and network meta-analysis. Intensive Care Medicine 2021, 47: 943-960. PMID: 34379152, PMCID: PMC8356549, DOI: 10.1007/s00134-021-06490-3.Peer-Reviewed Original ResearchCitationsAltmetricMeSH Keywords and ConceptsConceptsNon-pharmacological interventionsDelirium occurrenceIll adultsIll patientsInternational Clinical Trials RegistryDuration of deliriumOccurrence of deliriumMechanical ventilation durationMulti-component non-pharmacological interventionsClinical Trials RegistryLength of stayMulti-component interventionRandom-effects modelingEvidence networksWeb of ScienceEvidence certaintySedation interruptionSedative interruptionHospital lengthICU lengthCochrane riskSecondary outcomesStandard careBias toolControlled TrialsMicroneedling as an adjuvant to topical therapies for melasma: A systematic review and meta-analysis
Bailey AJM, Li HO, Tan MG, Cheng W, Dover JS. Microneedling as an adjuvant to topical therapies for melasma: A systematic review and meta-analysis. Journal Of The American Academy Of Dermatology 2021, 86: 797-810. PMID: 33857549, DOI: 10.1016/j.jaad.2021.03.116.Peer-Reviewed Original ResearchCitationsAltmetricMeSH Keywords and ConceptsConceptsTreatment of melasmaTopical therapyMelasma severitySystematic reviewSerious adverse eventsTopical tranexamic acidEfficacy of microneedlingPlatelet-rich plasmaAdverse eventsTopical interventionsTopical medicationsTranexamic acidProspective studyEligible studiesRadiofrequency microneedlingPRISMA guidelinesTherapyMicroneedlingMelasmaStudy designVitamin CAdjuvantWeeksDepigmenting agentTreatmentAdverse Events Among Emergency Department Patients With Cardiovascular Conditions: A Multicenter Study
Calder LA, Perry J, Yan JW, De Gorter R, Sivilotti MLA, Eagles D, Myslik F, Borgundvaag B, Émond M, McRae AD, Taljaard M, Thiruganasambandamoorthy V, Cheng W, Forster AJ, Stiell IG. Adverse Events Among Emergency Department Patients With Cardiovascular Conditions: A Multicenter Study. Annals Of Emergency Medicine 2021, 77: 561-574. PMID: 33612283, DOI: 10.1016/j.annemergmed.2020.12.012.Peer-Reviewed Original ResearchCitationsAltmetricMeSH Keywords and ConceptsConceptsAcute heart failureAdverse eventsEmergency department patientsED visitsDepartment patientsHeart failureAtrial fibrillationHealth care provider visitsRecent-onset atrial fibrillationClinical practice guideline adherenceIndex ED visitPractice guideline adherenceAdverse event incidenceProspective cohort studyAdverse event ratesCase summariesQuality improvement opportunitiesFactor themesAdverse event typesCanadian EDsSentinel diagnosesED dischargeProvider visitsAdult patientsCohort studyOptimising weight-loss interventions in cancer patients—A systematic review and network meta-analysis
LeVasseur N, Cheng W, Mazzarello S, Clemons M, Vandermeer L, Jones L, Joy AA, Barbeau P, Wolfe D, Ahmadzai N, Hersi M, Stober C, Shorr R, Hilton J, Hutton B. Optimising weight-loss interventions in cancer patients—A systematic review and network meta-analysis. PLOS ONE 2021, 16: e0245794. PMID: 33539414, PMCID: PMC7861370, DOI: 10.1371/journal.pone.0245794.Peer-Reviewed Original ResearchCitationsAltmetricMeSH Keywords and ConceptsConceptsBody mass indexStandard careCancer patientsDietary interventionAnthropometric measuresLifestyle interventionWaist circumferenceWeight lossSystematic reviewCochrane Trial RegistryEffective lifestyle interventionsGreater BMI reductionMedian intervention durationOptimal lifestyle interventionCombination strategiesAdult cancer patientsWeight loss interventionEffects of exerciseEarly-stage cancerOutcomes of interestMore weight lossBMI reductionAdult patientsExercise interventionTrials RegistryPharmacologic and surgical therapies for patients with Meniere’s disease: A systematic review and network meta-analysis
Ahmadzai N, Cheng W, Kilty S, Esmaeilisaraji L, Wolfe D, Bonaparte J, Schramm D, Fitzpatrick E, Lin V, Skidmore B, Hutton B. Pharmacologic and surgical therapies for patients with Meniere’s disease: A systematic review and network meta-analysis. PLOS ONE 2020, 15: e0237523. PMID: 32870918, PMCID: PMC7462264, DOI: 10.1371/journal.pone.0237523.Peer-Reviewed Original ResearchCitationsAltmetricMeSH Keywords and ConceptsConceptsComplete vertigo controlEndolymphatic sac decompressionRandomized clinical trialsEndolymphatic duct blockageIT steroidsVertigo controlMeniere's diseaseIT gentamicinSurgical interventionSystematic reviewKey patient outcomesHigh cumulative dosageBest treatment optionSensorineural hearing lossEDB groupESD groupAural fullnessIntratympanic gentamicinSteroid injectionVertigo attacksHead trialsHearing preservationSurgical therapyCochrane LibraryCumulative dosageCitation impact was highly variable for reporting guidelines of health research: a citation analysis
Caulley L, Cheng W, Catalá-López F, Whelan J, Khoury M, Ferraro J, Husereau D, Altman DG, Moher D. Citation impact was highly variable for reporting guidelines of health research: a citation analysis. Journal Of Clinical Epidemiology 2020, 127: 96-104. PMID: 32712175, DOI: 10.1016/j.jclinepi.2020.07.013.Peer-Reviewed Original ResearchCitationsAltmetricMeSH Keywords and ConceptsCombination Tests in the Diagnosis of Chronic Periprosthetic Joint Infection: Systematic Review and Development of a Stepwise Clinical Decision-Making Tool.
Abdelbary H, Cheng W, Ahmadzai N, Carli AV, Shea BJ, Hutton B, Fergusson DA, Beaulé PE. Combination Tests in the Diagnosis of Chronic Periprosthetic Joint Infection: Systematic Review and Development of a Stepwise Clinical Decision-Making Tool. Journal Of Bone And Joint Surgery 2020, 102: 114-124. PMID: 32870618, DOI: 10.2106/jbjs.20.00097.Peer-Reviewed Original ResearchCitationsComparing Interventions for Management of Hot Flashes in Patients With Breast and Prostate Cancer: A Systematic Review With Meta-Analyses.
Hutton B, Hersi M, Cheng W, Pratt M, Barbeau P, Mazzarello S, Ahmadzai N, Skidmore B, Morgan SC, Bordeleau L, Ginex PK, Sadeghirad B, Morgan RL, Cole KM, Clemons M. Comparing Interventions for Management of Hot Flashes in Patients With Breast and Prostate Cancer: A Systematic Review With Meta-Analyses. Oncology Nursing Forum 2020, 47: e86-e106. PMID: 32555553, PMCID: PMC7891229, DOI: 10.1188/20.onf.e86-e106.Peer-Reviewed Original ResearchCitationsAltmetricMeSH Keywords and ConceptsConceptsHot flash frequencyHot flashesProstate cancerHot flash scoreHistory of breastHot flash severityQuality of lifeFlash frequencyActive therapyPatients' qualitySystematic reviewAbstractTextMeta-AnalysisNarrative synthesisMore interventionsDATA EVALUATIONLiterature searchPatientsTherapyCancerBreastLittle dataInterventionMinimal dataTreatmentDoes N-Terminal Pro-B-Type Natriuretic Peptide Improve the Risk Stratification of Emergency Department Patients With Syncope?
Thiruganasambandamoorthy V, McRae AD, Rowe BH, Sivilotti MLA, Mukarram M, Nemnom MJ, Booth RA, Calder LA, Stiell IG, Wells GA, Cheng W, Taljaard M. Does N-Terminal Pro-B-Type Natriuretic Peptide Improve the Risk Stratification of Emergency Department Patients With Syncope? Annals Of Internal Medicine 2020, 172: 648-655. PMID: 32340039, DOI: 10.7326/m19-3515.Peer-Reviewed Original ResearchCitationsAltmetricMeSH Keywords and ConceptsConceptsCanadian Syncope Risk ScoreSerious adverse eventsPro-B-type natriuretic peptideSerum NT-proBNP concentrationNT-proBNP concentrationsNT-proBNPNatriuretic peptideED patientsN-terminal pro-B-type natriuretic peptideTerminal pro-B-type natriuretic peptidePhysicians Services Incorporated FoundationIndex ED visitNT-proBNP valuesAdult ED patientsProspective cohort studySerum NT-proBNPEmergency department patientsNet reclassification indexHeterogeneity of outcomesAdjudication of outcomesNoncardiac eventsED dispositionAdverse eventsCohort studyComposite outcomeDiagnosis of ventilator-associated pneumonia in critically ill adult patients—a systematic review and meta-analysis
Fernando SM, Tran A, Cheng W, Klompas M, Kyeremanteng K, Mehta S, English SW, Muscedere J, Cook DJ, Torres A, Ranzani OT, Fox-Robichaud AE, Alhazzani W, Munshi L, Guyatt GH, Rochwerg B. Diagnosis of ventilator-associated pneumonia in critically ill adult patients—a systematic review and meta-analysis. Intensive Care Medicine 2020, 46: 1170-1179. PMID: 32306086, PMCID: PMC7223448, DOI: 10.1007/s00134-020-06036-z.Peer-Reviewed Original ResearchCitationsAltmetricMeSH Keywords and ConceptsConceptsVentilator-associated pneumoniaEndotracheal aspiratesChest radiographyDiagnosis of VAPBronchoscopic sampling methodsIll adult patientsPhysical examination findingsEnglish-language studiesUnnecessary antimicrobial useAdult patientsVAP diagnosisPurulent secretionsExamination findingsPhysical examinationClinical indicatorsAntibiotic treatmentHistopathological analysisStudy qualitySystematic reviewAntimicrobial usePooled sensitivityDiagnosisPneumoniaReference standardRadiography
Academic Achievements and Community Involvement
activity Reviewer, Protocol Review Committee
Advisory BoardsYale Comprehensive Cancer CenterDetails2020 - Present
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