Liangyuan Hu - Dissemin

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All papers authored by Liangyuan Hu

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2023 Liangyuan Hu

ORCID

, Jiayi Ji, Himanshu Joshi

ORCID

, Fan Li

ORCID

, Erick R. Scott

Estimating the causal effects of multiple intermittent treatments with application to COVID-19

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2022 Rajwanth Veluswamy, Liangyuan Hu

ORCID

, Cardinale Smith

ORCID

, Jiayi Ji

ORCID

, Xiaoliang Wang, Juan Wisnivesky, Jose Morillo

ORCID

, Minal S. Kale

ORCID

Immunotherapy Outcomes in Individuals With Non–Small Cell Lung Cancer and Poor Performance Status

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2021 Liangyuan Hu

ORCID

, Jung-Yi Joyce Lin, Jiayi Ji

Variable selection with missing data in both covariates and outcomes: Imputation and machine learning

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Liangyuan Hu

ORCID

, Jiayi Ji, Fan Li

ORCID

Estimating heterogeneous survival treatment effect in observational data using machine learning

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Liangyuan Hu

ORCID

, Chenyang Gu

Estimation of causal effects of multiple treatments in healthcare database studies with rare outcomes

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2020 Liangyuan Hu

ORCID

, Lihua Li, Jiayi Ji, Mark Sanderson

Identifying and understanding determinants of high healthcare costs for breast cancer: a quantile regression machine learning approach

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Liangyuan Hu

ORCID

, Bian Liu, Jiayi Ji, Yan Li

ORCID

Tree‐Based Machine Learning to Identify and Understand Major Determinants for Stroke at the Neighborhood Level

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Jiayi Ji, Liangyuan Hu

ORCID

, Bian Liu, Yan Li

Identifying and assessing the impact of key neighborhood-level determinants on geographic variation in stroke: a machine learning and multilevel modeling approach

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Liangyuan Hu

ORCID

, Jiayi Ji, Yan Li, Bian Liu, Yiyi Zhang

Quantile Regression Forests to Identify Determinants of Neighborhood Stroke Prevalence in 500 Cities in the USA: Implications for Neighborhoods with High Prevalence

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Liangyuan Hu

ORCID

, Jiayi Ji, Yan Li, Bian Liu

Quantile regression forests to identify determinants of stroke: implications for neighborhoods with high prevalence

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Liangyuan Hu

ORCID

, Chenyang Gu, Michael Lopez, Jiayi Ji, Juan Wisnivesky

Estimation of causal effects of multiple treatments in observational studies with a binary outcome

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2019 Liangyuan Hu

ORCID

, Joseph W. Hogan

Causal comparative effectiveness analysis of dynamic continuous‐time treatment initiation rules with sparsely measured outcomes and death

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2017 Liangyuan Hu

ORCID

, Joseph W. Hogan, Ann W. Mwangi, Abraham Siika

Modeling the causal effect of treatment initiation time on survival: Application to HIV/TB co-infection

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