Xuan Wang

发表

Model-free approach to quantifying the proportion of treatment effect explained by a surrogate marker.

L. Tian, T. Cai, Layla Parast, 2019, Biometrika.

International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality

Jason W. Moore, Brett K. Beaulieu-Jones, Florence T. Bourgeois, 2022, npj Digital Medicine.

Hepatitis C Cure Is Associated with Decreased Healthcare Costs in Cirrhotics in Retrospective Veterans Affairs Cohort

L. Beste, Xiao‐Hua Zhou, M. Chapko, 2018, Digestive Diseases and Sciences.

New weighting methods when cases are only a subset of events in a nested case‐control study

Qian M. Zhou, T. Cai, Yingye Zheng, 2022, Biometrical journal. Biometrische Zeitschrift.

Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2

Brett K. Beaulieu-Jones, Florence T. Bourgeois, Robert W. Follett, 2022, BMJ Open.

Supporting Information for “Risk Prediction with Imperfect Survival Outcome Information from Electronic Health Records”

Stephanie F Chan, T. Cai, Xuan Wang, 2021 .

Identifying surrogate markers in real‐world comparative effectiveness research

T. Cai, Xuan Wang, L. Han, 2022, Statistics in medicine.

Semi-supervised Transfer Learning for Evaluation of Model Classification Performance

K. Liao, Xuan Wang, Tianxi Cai, 2022, 2208.07927.

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: a 4CE Consortium Study (Preprint)

Jeffrey G. Klann, Robert W. Follett, Darren W. Henderson, 2021 .

Semi-supervised Transfer Learning for Evaluation of Model Classification Performance

K. Liao, Xuan Wang, Tianxi Cai, 2022, 2208.07927.

Evolving phenotypes of non-hospitalized patients that indicate long COVID

Jason W. Moore, Brett K. Beaulieu-Jones, Tiago K. Colicchio, 2021, BMC Medicine.

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study

Jeffrey G. Klann, Robert W. Follett, Darren W. Henderson, 2021, Journal of medical Internet research.

Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic

Jason W. Moore, Brett K. Beaulieu-Jones, Florence T. Bourgeois, 2022, JAMA network open.

A new weighting method when not all the events are selected as cases in a nested case-control study

Qian M. Zhou, Tianxi Cai, Xuan Wang, 2021, 2104.02665.

Developing and evaluating risk prediction models with panel current status data

Tianxi Cai, Yingye Zheng, Stephanie Chan, 2020, Biometrics.

Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study

Jason W. Moore, Brett K. Beaulieu-Jones, Florence T. Bourgeois, 2022, eClinicalMedicine.

Informative Missingness: What can we learn from patterns in missing laboratory data in the electronic health record?

Harrison G. Zhang, G. Omenn, K. Ngiam, 2022, medRxiv.

Biomarker evaluation under imperfect nested case‐control design

T. Cai, Yingye Zheng, M. Jensen, 2021, Statistics in medicine.

Towards Optimal Use of Surrogate Markers to Improve Power

L. Tian, Layla Parast, Xuan Wang, 2022, 2209.08414.

Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through the 4CE consortium

Jeffrey G. Klann, Harrison G. Zhang, I. Kohane, 2023, PloS one.

On the Evaluation of Surrogate Markers in Real World Data Settings

Tianxi Cai, Xuan Wang, Larry Han, 2021, 2104.05513.

Diversity and Scale: Genetic Architecture of 2,068 Traits in the VA Million Veteran Program

T. Assimes, S. Grant, S. Luoh, 2023, medRxiv.

Robust approach to combining multiple markers to improve surrogacy

L. Tian, T. Cai, Layla Parast, 2022, Biometrics.

An augmented estimation procedure for EHR-based association studies accounting for differential misclassification

Jing Huang, Rebecca A Hubbard, Jason H Moore, 2019, J. Am. Medical Informatics Assoc..

Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through the 4CE consortium

Jeffrey G. Klann, Harrison G. Zhang, I. Kohane, 2022, medRxiv.

Potential pitfalls in the use of real-world data for studying long COVID

Harrison G. Zhang, I. Kohane, N. Gehlenborg, 2023, Nature Network Boston.

Risk prediction with imperfect survival outcome information from electronic health records

Tianxi Cai, Stephanie F Chan, Xuan Wang, 2021, Biometrics.

Improved Appropriateness of Advanced Diagnostic Imaging After Implementation of Clinical Decision Support Mechanism

Tianxi Cai, Dimitrios Mitsouras, Mary C. Mahoney, 2021, Journal of Digital Imaging.

Quantifying the feasibility of shortening clinical trial duration using surrogate markers

Florence T. Bourgeois, T. Cai, Layla Parast, 2021, Statistics in medicine.

Double robust estimator of average causal treatment effect for censored medical cost data

L. Beste, Xiao‐Hua Zhou, Xuan Wang, 2016, Statistics in medicine.

Semi-supervised Estimation of Event Rate with Doubly-censored Survival Data

Xuan Wang, Tianxi Cai, Yang Wang, 2023, 2311.02574.