| Handbook of missing data methodology G Molenberghs, G Fitzmaurice, MG Kenward, A Tsiatis, G Verbeke CRC Press, 2014 | 387 | 2014 |
| EMT-and stroma-related gene expression and resistance to PD-1 blockade in urothelial cancer L Wang, A Saci, PM Szabo, SD Chasalow, M Castillo-Martin, ... Nature communications 9, 3503, 2018 | 252 | 2018 |
| Brachytherapy-based radiotherapy and radical prostatectomy are associated with similar survival in high-risk localized prostate cancer RD Ennis, L Hu, SN Ryemon, J Lin, M Mazumdar Journal of Clinical Oncology 36 (12), 1192-1198, 2018 | 84 | 2018 |
| Estimation of causal effects of multiple treatments in observational studies with a binary outcome L Hu, C Gu, M Lopez, J Ji, J Wisnivesky Statistical Methods in Medical Research 29 (11), 3218-3234, 2020 | 61 | 2020 |
| Social and economic characteristics of street youth by gender and level of street involvement in Eldoret, Kenya R Sorber, S Winston, J Koech, D Ayuku, L Hu, J Hogan, P Braitstein PLoS One 9 (5), e97587, 2014 | 55 | 2014 |
| Estimating heterogeneous survival treatment effect in observational data using machine learning L Hu, J Ji, F Li Statistics in Medicine 40 (21), 4691-4713, 2021 | 52 | 2021 |
| Prospective cohort study to investigate the safety of preoperative tumor necrosis factor inhibitor exposure in patients with inflammatory bowel disease undergoing intra … BL Cohen, P Fleshner, SV Kane, HH Herfarth, N Palekar, FA Farraye, ... Gastroenterology 163 (1), 204-221, 2022 | 40 | 2022 |
| Longitudinal autonomic nervous system measures correlate with stress and ulcerative colitis disease activity and predict flare RP Hirten, M Danieletto, R Scheel, M Shervey, J Ji, L Hu, J Sauk, L Chang, ... Inflammatory bowel diseases 27 (10), 1576-1584, 2021 | 36 | 2021 |
| Comparison of statistical and machine learning models for healthcare cost data: a simulation study motivated by Oncology Care Model (OCM) data M Mazumdar, JYJ Lin, W Zhang, L Li, M Liu, K Dharmarajan, ... BMC Health Services Research 20, 350, 2020 | 36 | 2020 |
| Causal comparative effectiveness analysis of dynamic continuous‐time treatment initiation rules with sparsely measured outcomes and death L Hu, JW Hogan Biometrics 75 (2), 695-707, 2019 | 33 | 2019 |
| The government of Kenya cash transfer for orphaned and vulnerable children: cross-sectional comparison of household and individual characteristics of those with and without D Ayuku, L Embleton, J Koech, L Atwoli, L Hu, S Ayaya, J Hogan, ... BMC international health and human rights 14, 1-14, 2014 | 32 | 2014 |
| Tree‐Based Machine Learning to Identify and Understand Major Determinants for Stroke at the Neighborhood Level L Hu, B Liu, J Ji, Y Li Journal of the American Heart Association 9 (22), e016745, 2020 | 31 | 2020 |
| Modeling the causal effect of treatment initiation time on survival: Application to HIV/TB co‐infection L Hu, JW Hogan, AW Mwangi, A Siika Biometrics 74 (2), 703-713, 2018 | 29 | 2018 |
| Machine learning identifies novel blood protein predictors of penetrating and stricturing complications in newly diagnosed paediatric Crohn's disease RC Ungaro, L Hu, J Ji, S Nayar, S Kugathasan, LA Denson, J Hyams, ... Alimentary Pharmacology & Therapeutics 53 (2), 281-290, 2021 | 28 | 2021 |
| A Bayesian perspective on assessing sensitivity to assumptions about unobserved data J Hogan, M Daniels, L Hu Handbook of Missing Data Methodology, 405-434, 2014 | 28 | 2014 |
| Ranking sociodemographic, health behavior, prevention, and environmental factors in predicting neighborhood cardiovascular health: a Bayesian machine learning approach L Hu, B Liu, Y Li Preventive medicine 141, 106240, 2020 | 20 | 2020 |
| Machine learning to identify and understand key factors for provider-patient discussions about smoking L Hu, L Li, J Ji Preventive Medicine Reports 20, 101238, 2020 | 16 | 2020 |
| Propensity Score Weighting Analysis of Survival Outcomes Using Pseudo-observations S Zeng, F Li, L Hu, F Li Statistica Sinica, In press, 2022 | 15 | 2022 |
| Estimating heterogeneous survival treatment effects of lung cancer screening approaches: A causal machine learning analysis L Hu, JYJ Lin, K Sigel, M Kale Annals of Epidemiology 62, 36-42, 2021 | 15 | 2021 |
| Estimation of causal effects of multiple treatments in healthcare database studies with rare outcomes L Hu, C Gu Health Services and Outcomes Research Methodology 21 (3), 287-308, 2021 | 15 | 2021 |
