LH
Larry Han
stat.MEHomosexuality, Malestat.APChinaCrowdsourcingHIVstat.MLmath.STstat.THCardiomyopathy, Hypertrophic
On Valency
published · living versionsW_bbk2k2w2·v1 · currentpublished
Vector incremental treatment effects
with Denis Agniel, Max Rubinstein, Anthony Yu, Molly T. Finnerty +2
1 version
Preprints & journals
57 papers in the corpus · 2014–2026Effect heterogeneity of loneliness and social support on incident hypertension in older, normotensive populations.42911186 · Nielsen, Victoria M, Smith, Louisa, Han, Larry et al.2026 · 0 citationsAmerican journal of epidemiology. 2026
Considerations for the Integration of Clinical Trials and Real-World Data.42834704 · Qiu, Sky, Barr, Charles E, Dang, Lauren et al.2026 · 0 citationsClinical pharmacology and therapeutics. 2026
Towards Best Practices for Covariate Adjustment in Regulatory Trials: From Fixed to Data-Adaptive Approaches2607.27542v1 · Laura B. Balzer, Lei Nie, Issa J. Dahabreh et al.2026 · 0 citationsarXiv
History-Aware Conformal Prediction Sets for Censored Time-to-Event Outcomes2605.06581v1 · Yuyao Wang, Alexander W. Levis, Shu Yang et al.2026 · 0 citationsarXiv
Considerations for the Integration of Randomized Controlled Trials and Real-World Data2604.10308v2 · Sky Qiu, Charles Barr, Lauren Dang et al.2026 · 0 citationsarXiv
Bounding causal effects with an unknown mixture of informative and non-informative missingness.42577821 · Rubinstein, Max, Agniel, Denis, Han, Larry et al.2026 · 0 citationsJournal of causal inference. 2026;14(1)
A surrogate endpoint-based provisional approval causal roadmap, illustrated by vaccine development.40544344 · Gilbert, Peter B, Peng, James, Han, Larry et al.2025 · 3 citationsBiostatistics (Oxford, England). 2025;26(1)
COADVISE: covariate adjustment with variable selection in randomized controlled trials.42453562 · Liu, Yi, Zhu, Ke, Han, Larry et al.2026 · 3 citationsJournal of the Royal Statistical Society. Series A, (Statistics in Society). 2026;189(3):1909-1945
Understanding Mortality After Congenital Heart Surgery: What Do Procedure-Specific Factors Add?41130537 · Nathan, Meena, Han, Larry, Zelevinsky, Katya et al.2026 · 2 citationsThe Annals of thoracic surgery. 2026;121(5):1168-1175
Improving Risk Adjustment in the Assessment of Congenital Heart Center Surgical Quality.40953790 · Normand, Sharon-Lise, Zelevinsky, Katya, Han, Larry et al.2026 · 2 citationsThe Annals of thoracic surgery. 2026;121(4):950-959
Considerations for Using Clinical Practice Data to Study COVID-19 Vaccines in Patients With Cancer.40674086 · Han, Larry2026 · 1 citationJAMA oncology. 2025;11(9):965-967
Addressing Distribution Shift for Robust and Trustworthy Prediction and Causal Inference in Clinical AI Settings.40465302 · Han, Larry2025 · 8 citationsJAMA network open. 2025;8(6):e2513705
Federated Adaptive Causal Estimation (FACE) of Target Treatment Effects.40895281 · Han, Larry, Hou, Jue, Cho, Kelly et al.2026 · 27 citationsJournal of the American Statistical Association. 2025
Robust Inference for Federated Meta-Learning.40857502 · Guo, Zijian, Li, Xiudi, Han, Larry et al.2026 · 9 citationsJournal of the American Statistical Association. 2025
Targeted Data Fusion for Region-Specific Survival Effects in the AMP HIV Prevention Trials2501.18798v5 · Yi Liu, Alexander W. Levis, Ke Zhu et al.2025 · 1 citationarXiv
On the Role of Surrogates in Conformal Inference of Individual Causal Effects2412.12365v2 · Chenyin Gao, Peter B. Gilbert, Larry Han2024 · 1 citationarXiv
Truncated, Not Forgotten - Handling Left Truncation in Time-to-Event Studies.39589197 · Han, Larry2024 · 0 citationsNEJM evidence. 2024;3(12):EVIDe2400384
Detecting univariate, bivariate, and overall effects of drug mixtures using Bayesian kernel machine regression.39042906 · Bather, Jemar R, Han, Larry, Bennett, Alex S et al.2024 · 1 citationThe American journal of drug and alcohol abuse. 2024;50(5):623-630
A Surrogate Endpoint Based Provisional Approval Causal Roadmap2407.06350v1 · Peter B. Gilbert, James Peng, Larry Han et al.2024 · 0 citationsarXiv
Multi-Source Conformal Inference Under Distribution Shift.39193374 · Liu, Yi, Levis, Alexander W, Normand, Sharon-Lise et al.2026 · 5 citationsProceedings of machine learning research. 2024;235:31344-31382
A Transfer Learning Causal Approach to Evaluate Racial/Ethnic and Geographic Variation in Outcomes Following Congenital Heart Surgery2403.14573v1 · Larry Han, Yi Zhang, Meena Nathan et al.2024 · 2 citationsarXiv
TAXN: Translate Align Extract Normalize, a Multilingual Extraction Tool for Clinical Texts.38269889 · Neuraz, Antoine, Lerner, Ivan, Birot, Olivier et al.2024 · 1 citationStudies in health technology and informatics. 2024;310:649-653
Multiply Robust Federated Estimation of Targeted Average Treatment Effects2309.12600v1 · Larry Han, Zhu Shen, Jose Zubizarreta2023 · 7 citationsarXiv
Breaking Free from the Hazard Ratio: Embracing the Restricted Mean Survival Time in Clinical Trials.38320152 · Han, Larry2024 · 12 citationsNEJM evidence. 2023;2(8):EVIDe2300142
Sensitivity Analyses of Clinical Trial Designs: Selecting Scenarios and Summarizing Operating Characteristics.38680760 · Han, Larry, Arfè, Andrea, Trippa, Lorenzo2025 · 7 citationsThe American statistician. 2024;78(1):76-87
Evaluating and volunteering for crowdsourced interventions: Cross-sectional data on COVID-19 safety from a University Survey.36174013 · Day, Suzanne, Hlatshwako, Takhona Grace, Lloyd, Anna et al.2022 · 2 citationsPloS one. 2022;17(9):e0275127
Identifying surrogate markers in real-world comparative effectiveness research.36062392 · Han, Larry, Wang, Xuan, Cai, Tianxi2022 · 4 citationsStatistics in medicine. 2022;41(26):5290-5304
Robust approach to combining multiple markers to improve surrogacy.35426444 · Wang, Xuan, Parast, Layla, Han, Larry et al.2023 · 8 citationsBiometrics. 2023;79(2):788-798
Privacy-Preserving, Communication-Efficient, and Target-Flexible Hospital Quality Measurement2203.00768v3 · Larry Han, Yige Li, Bijan A. Niknam et al.2022 · 6 citationsarXiv
Joint international consensus statement on crowdsourcing challenge contests in health and medicine: results of a modified Delphi process.34740928 · Han, Larry, Tang, Weiming, Ritchwood, Tiarney et al.2021 · 19 citationsBMJ open. 2021;11(11):e048699
Worldwide differences in primary prevention implantable cardioverter defibrillator utilization and outcomes in hypertrophic cardiomyopathy.34491319 · Nauffal, Victor, Marstrand, Peter, Han, Larry et al.2021 · 69 citationsEuropean heart journal. 2021;42(38):3932-3944
Clinical characteristics and outcomes in childhood-onset hypertrophic cardiomyopathy.33769460 · Marston, Nicholas A, Han, Larry, Olivotto, Iacopo et al.2021 · 142 citationsEuropean heart journal. 2021;42(20):1988-1996
Assessment of a Crowdsourcing Open Call for Approaches to University Community Engagement and Strategic Planning During COVID-19.33988706 · Day, Suzanne, Li, Chunyan, Hlatshwako, Takhona Grace et al.2021 · 25 citationsJAMA network open. 2021;4(5):e2110090
On the Evaluation of Surrogate Markers in Real World Data Settings2104.05513v1 · Larry Han, Xuan Wang, Tianxi Cai2021 · 2 citationsarXiv
Associations Between Female Sex, Sarcomere Variants, and Clinical Outcomes in Hypertrophic Cardiomyopathy.33284039 · Lakdawala, Neal K, Olivotto, Iacopo, Day, Sharlene M et al.2022 · 87 citationsCirculation. Genomic and precision medicine. 2021;14(1):e003062
Ventricular tachycardia in cardiolaminopathy: Characteristics and considerations for device programming.32454220 · Sidhu, Kiran, Han, Larry, Picard, Kermshlise C I et al.2021 · 12 citationsHeart rhythm. 2020;17(10):1704-1710
Social innovation in global health: sparking location action.32353305 · Halpaap, Beatrice M, Tucker, Joseph D, Mathanga, Don et al.2022 · 55 citationsThe Lancet. Global health. 2020;8(5):e633-e634
Hypertrophic Cardiomyopathy With Left Ventricular Systolic Dysfunction: Insights From the SHaRe Registry.32228044 · Marstrand, Peter, Han, Larry, Day, Sharlene M et al.2021 · 224 citationsCirculation. 2020;141(17):1371-1383
Crowdsourcing in health and medical research: a systematic review.31959234 · Wang, Cheng, Han, Larry, Stein, Gabriella et al.2020 · 137 citationsInfectious diseases of poverty. 2020;9(1):8
Stratifying risk for dementia onset using large-scale electronic health record data: A retrospective cohort study.31859230 · McCoy, Thomas H, Han, Larry, Pellegrini, Amelia M et al.2020 · 53 citationsAlzheimer's & dementia : the journal of the Alzheimer's Association. 2020;16(3):531-540
Association of Race With Disease Expression and Clinical Outcomes Among Patients With Hypertrophic Cardiomyopathy.31799990 · Eberly, Lauren A, Day, Sharlene M, Ashley, Euan A et al.2021 · 112 citationsJAMA cardiology. 2020;5(1):83-91
HIV self-testing among men who have sex with men in China: a qualitative implementation research study.31754445 · Liu, Fengying, Qin, Yilu, Meng, Siyan et al.2022 · 22 citationsJournal of virus eradication. 2019;5(4):220-224
Is seniority of emergency physician associated with the weekend mortality effect? An exploratory analysis of electronic health records in the UK.31666332 · Han, Larry, Fine, Jason, Robinson, Susan M et al.2020 · 3 citationsEmergency medicine journal : EMJ. 2019;36(12):708-715
Pay-it-forward strategy to enhance uptake of dual gonorrhea and chlamydia testing among men who have sex with men in China: a pragmatic, quasi-experimental study.30587296 · Li, Katherine T, Tang, Weiming, Wu, Dan et al.2020 · 37 citationsThe Lancet. Infectious diseases. 2019;19(1):76-82
Experiences using and organizing HIV self-testing.29194120 · Qin, Yilu, Han, Larry, Babbitt, Andrew et al.2019 · 73 citationsAIDS (London, England). 2018;32(3):371-381
RTS,S/AS01 Malaria Vaccine Efficacy is Not Modified by Seasonal Precipitation: Results from a Phase 3 Randomized Controlled Trial in Malawi.28775306 · Han, Larry, Hudgens, Michael G, Emch, Michael E et al.2019 · 21 citationsScientific reports. 2017;7(1):7200
MSM HIV testing following an online testing intervention in China.28629439 · Wong, Ngai Sze, Tang, Weiming, Han, Larry et al.2017 · 17 citationsBMC infectious diseases. 2017;17(1):437
Community engagement in sexual health and uptake of HIV testing and syphilis testing among MSM in China: a cross-sectional online survey.28406270 · Zhang, Tiange P, Liu, Chuncheng, Han, Larry et al.2017 · 79 citationsJournal of the International AIDS Society. 2017;20(1):21372
Disclosure of sexual orientation to health professionals in China: results from an online cross-sectional study.28361498 · Tang, Weiming, Mao, Jessica, Tang, Songyuan et al.2017 · 62 citationsJournal of the International AIDS Society. 2017;20(1):21416
Prevalence and Trends of HIV, Syphilis, and HCV in Migrant and Resident Men Who Have Sex with Men in Shandong, China: Results from a Serial Cross-Sectional Study.28103295 · Hu, Jun, Gu, Xu, Tao, Xiaorun et al.2017 · 21 citationsPloS one. 2017;12(1):e0170443
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