Faculty

Institution

Unit

Venue

Fan Li

Professor

Duke University

Affiliations

Duke University School of Medicine

Biostatistics

Trinity College of Arts & Sciences

Statistical Science

Fan Li is currently serving as a Biostatistics Professor at Duke University.

Honors

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Experiences

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Education

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Fan Li

Duke University

Professor

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statistics biostatistics applied statistics statistical methodology clinical trials medicine clinical research causal inference survival analysis medicinal research epidemiology statistical inference sampling treatment effects biometrics treatment effect heterogeneity bayesian analysis cluster-randomized trials statistical analysis stepped-wedge cluster propensity score respiratory medicine cardiovascular research experimental medicine empirical finance randomized controlled trials stepped wedge cluster causal effects stepped wedge designs covariate adjustment randomized clinical trials survival outcomes psychometrics statistical science central banking evidence-based medicine group-randomized trials binary outcomes gee analyses bayesian inference estimation theory unequal cluster sizes medical image computing neurosurgery intensive care resuscitation family relations family issues family violence brain mapping brain imaging cerebrovascular disease bibliometrics vaccine research symptomatic treatment case studies antihypertensive therapy disease mapping acute myocardial infarction target populations constrained randomization brain tumor research nanoparticle research economy of china probabilistic analysis tumor targeting anti-cancer agents biomedical technologies biomedical research nanobiotechnology covid-19 pandemic ai healthcare computer-aided diagnosis arterial disease in vivo systems multimodal signal processing

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Bayesian Machine Learning Approach for Estimating Heterogeneous Survivor Causal Effects: Applications to a Critical Care Trial. The Annals of Applied Statistics (2024)

Xinyuan ChenMichael O. HarhayGuangyu TongFan Li

outcomes researchstatisticsstatistical methodologycritical caremachine learningbayesian analysiscritical care trialsurvival analysiscausal inferenceheterogeneous modelingbayesian inferenceapplied statisticsepidemiology

Abstract 4138035: Inclisiran in Routine Clinical Practice: Results From a Nationwide Study of 5,000 Patients. Circulation (2024)

Jay LuskFan LiBrian Mac Grory

medicineantimicrobial resistanceantiviral drugsclinical researchclinical epidemiologyroutine clinical practicecardiovascular diseaseantiviral therapypharmacologyfield trialcardiologypharmacotherapyclinical populationshospital infectionsclinical implementationpublic healthmedicinal researchantiviral researchnationwide study

A Multimodal Video-Based AI Biomarker for Aortic Stenosis Development and Progression. JAMA Cardiology (2024)

Evangelos K. OikonomouGregory HolsteNeal YuanAndreas CoppiRobert L. McNamaraNorrisa A. HaynesAmit N. VoraEric J. VelazquezFan LiVenu MenonSamir R. KapadiaThomas M. GillGirish N. NadkarniHarlan M. KrumholzZhangyang WangDavid OuyangRohan Khera

digital medicinemedicinemultimodal signal processingmedical imagingai healthcarein vivo systemsarterial diseaserespiratory medicinemedical image computingcomputer-aided diagnosiscardiovascular diseaseaortic stenosis developmentneurologycardiovascular researchcardiologybiomedical imagingdigital healthhealth sciencesneuroimaging

A Review of Current Practice in the Design and Analysis of Extremely Small Stepped-Wedge Cluster Randomized Trials. Clinical Trials (2024)

Guangyu TongPascale NevinsMary RyanKendra Davis-PlourdeYongdong OuyangJules Antoine Pereira MacedoCan MengXueqi WangAgnès CailleFan LiMonica Taljaard

clinical trialsrandomized controlled trialsmedicinecurrent practicesmall stepped-wedge clusterclinical researchclinical investigation

Assessing Treatment Effect Heterogeneity in the Presence of Missing Effect Modifier Data in Cluster-Randomized Trials. Statistical Methods in Medical Research (2024)

Bryan S BletteScott D HalpernFan LiMichael O Harhay

statistical analysisstatisticssamplingmedicinebiostatisticsstatistical methodologyclinical researchmedicinal researchcluster-randomized trialstreatment effect heterogeneity

Association of Marital/Partner Status With Hospital Readmission Among Young Adults With Acute Myocardial Infarction. PLoS ONE (2024)

Cenjing ZhuRachel P. DreyerFan LiErica S. SpatzCésar CaraballoShiwani MahajanValeria RaparelliErica C. LeifheitYuan LuHarlan M. KrumholzJohn A. SpertusGail D’OnofrioLouise PiloteJudith H. Lichtman

hospital medicineyoung adultspopulation healthhealth carehospital readmissionfamily relationsclinical epidemiologyfamily psychologyacute myocardial infarctionmarital therapyemergency medicinefamily issuescritical caremarriagedomestic violencefamily studiesfamily violencepartner violencepublic health

Bayesian Pathway Analysis Over Brain Network Mediators for Survival Data. Biometrics (2024)

Xinyuan TianFan LiLi ShenDenise EssermanYize Zhao

brain network mediatorsbiostatisticssurvival databayesian analysisneurosciencecognitive sciencebayesian pathway analysispathway analysissystems neurosciencecognitive neurosciencecomputational neuroscience

Bayesian Semi-Parametric Inference for Clustered Recurrent Events With Zero Inflation and a Terminal Event. Journal of the Royal Statistical Society Series C (Applied Statistics) (2024)

Xinyuan TianMaria CiarleglioJiachen CaiErich J GreeneDenise EssermanFan LiYize Zhao

statisticsterminal eventbayesian semi-parametric inferenceclustered recurrent eventsapplied statistics

Causal Interpretation of the Hazard Ratio in Randomized Clinical Trials. Clinical Trials (2024)

Michael P FayFan Li

health sciencesrandomized clinical trialshazard ratiosurvival analysisriskbenefit ratiocausal interpretation

CORRECTION: Sample Size Requirements to Test Subgroup-Specific Treatment Effects in Cluster-Randomized Trials. Prevention Science (2024)

Xueqi WangKeith S. GoldfeldMonica TaljaardFan Li

statisticsprevention sciencesamplingtreatment effectsbiostatisticssample size requirementssubgroup-specific treatment effectspublic healthcluster-randomized trials

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Fan Li

Professor

Duke University

Affiliations

Duke University School of Medicine

Biostatistics

Trinity College of Arts & Sciences

Statistical Science

Fan Li is currently serving as a Biostatistics Professor at Duke University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Fan Li

Duke University

Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Bayesian Machine Learning Approach for Estimating Heterogeneous Survivor Causal Effects: Applications to a Critical Care Trial. The Annals of Applied Statistics (2024)

Xinyuan ChenMichael O. HarhayGuangyu TongFan Li

Abstract 4138035: Inclisiran in Routine Clinical Practice: Results From a Nationwide Study of 5,000 Patients. Circulation (2024)

Jay LuskFan LiBrian Mac Grory

A Multimodal Video-Based AI Biomarker for Aortic Stenosis Development and Progression. JAMA Cardiology (2024)

A Review of Current Practice in the Design and Analysis of Extremely Small Stepped-Wedge Cluster Randomized Trials. Clinical Trials (2024)

Guangyu TongPascale NevinsMary RyanKendra Davis-PlourdeYongdong OuyangJules Antoine Pereira MacedoCan MengXueqi WangAgnès CailleFan LiMonica Taljaard

clinical trialsrandomized controlled trialsmedicinecurrent practicesmall stepped-wedge clusterclinical researchclinical investigation

Assessing Treatment Effect Heterogeneity in the Presence of Missing Effect Modifier Data in Cluster-Randomized Trials. Statistical Methods in Medical Research (2024)

Bryan S BletteScott D HalpernFan LiMichael O Harhay

statistical analysisstatisticssamplingmedicinebiostatisticsstatistical methodologyclinical researchmedicinal researchcluster-randomized trialstreatment effect heterogeneity

Association of Marital/Partner Status With Hospital Readmission Among Young Adults With Acute Myocardial Infarction. PLoS ONE (2024)

Cenjing ZhuRachel P. DreyerFan LiErica S. SpatzCésar CaraballoShiwani MahajanValeria RaparelliErica C. LeifheitYuan LuHarlan M. KrumholzJohn A. SpertusGail D’OnofrioLouise PiloteJudith H. Lichtman

Bayesian Pathway Analysis Over Brain Network Mediators for Survival Data. Biometrics (2024)

Xinyuan TianFan LiLi ShenDenise EssermanYize Zhao

Bayesian Semi-Parametric Inference for Clustered Recurrent Events With Zero Inflation and a Terminal Event. Journal of the Royal Statistical Society Series C (Applied Statistics) (2024)

Xinyuan TianMaria CiarleglioJiachen CaiErich J GreeneDenise EssermanFan LiYize Zhao

statisticsterminal eventbayesian semi-parametric inferenceclustered recurrent eventsapplied statistics

Causal Interpretation of the Hazard Ratio in Randomized Clinical Trials. Clinical Trials (2024)

Michael P FayFan Li

health sciencesrandomized clinical trialshazard ratiosurvival analysisriskbenefit ratiocausal interpretation

CORRECTION: Sample Size Requirements to Test Subgroup-Specific Treatment Effects in Cluster-Randomized Trials. Prevention Science (2024)

Xueqi WangKeith S. GoldfeldMonica TaljaardFan Li

statisticsprevention sciencesamplingtreatment effectsbiostatisticssample size requirementssubgroup-specific treatment effectspublic healthcluster-randomized trials

1
2
3
4
5
24
10 / page

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predictive analytics

computational biology

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health informatics

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