Jue Hou

Assistant Professor

University of Minnesota

United States

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Jue Hou is an Assistant Professor at the University of Minnesota, USA. His research primarily focuses on leveraging longitudinal electronic health records to extract real-world evidence related to chronic disease outcomes, including diabetes and cancer therapies. Recent work includes advancements in causal estimation and risk prediction utilizing innovative informatic technologies.

Articles (8)

Year:

2025

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2025

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2024

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2024

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2023

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2023

Year:

2023

Year:

2022

Collaborators (1)

Priyam Das

Assistant Professor

Virginia Commonwealth University

UNITED STATES

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Jue Hou

Research Interests

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Articles (8)

Advancing the Use of Longitudinal Electronic Health Records: Tutorial for Uncovering Real-World Evidence in Chronic Disease Outcomes

Federated Adaptive Causal Estimation (FACE) of Target Treatment Effects

Comparing Insulin Against Glucagon-Like Peptide-1 Receptor Agonists, Dipeptidyl Peptidase-4 Inhibitors, and Sodium-Glucose Cotransporter 2 Inhibitors on 5-Year Incident Heart Failure Risk for Patients With Type 2 Diabetes Mellitus: Real-World Evidence Study Using Insurance Claims

Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records

Clustering sequence data with mixture Markov chains with covariates using multiple simplex constrained optimization routine (MSiCOR)

Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies

Risk prediction with imperfect survival outcome information from electronic health records

Severe cytokine release syndrome is associated with hematologic toxicity following CD19 CAR T-cell therapy

Collaborators (1)

Priyam Das

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