Zhenke Wu

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Association of Polygenic Risk Scores for Multiple Cancers in a Phenome-wide Study: Results from The Michigan Genomics Initiative

Stephanie E. Moser, Ellen M. Schmidt, G. Abecasis, 2017, bioRxiv.

Association of Polygenic Risk Scores for Multiple Cancers in a Phenome-wide Study: Results from The Michigan Genomics Initiative

Stephanie E. Moser, Ellen M. Schmidt, G. Abecasis, 2017, bioRxiv.

A Bayesian Approach to Restricted Latent Class Models for Scientifically-Structured Clustering of Multivariate Binary Outcomes

S. Zeger, Zhenke Wu, A. Rosen, 2018, bioRxiv.

Causes of severe pneumonia requiring hospital admission in children without HIV infection from Africa and Asia: the PERCH multi-country case-control study

S. Madhi, K. O'Brien, S. Zeger, 2019, The Lancet.

Regression Analysis of Dependent Binary Data for Estimating Disease Etiology from Case-Control Studies

Zhenke Wu, I-Chen Chen, 2019, 1906.08436.

Estimating Autoantibody Signatures To Detect Autoimmune Disease Patient Subsets

Ami A. Shah, S. Zeger, Zhenke Wu, 2017, bioRxiv.

Vaccine Hesitancy During the COVID-19 Pandemic: A Latent Class Analysis of Middle-Aged and Older US Adults

J. Finlay, Zhenke Wu, L. Kobayashi, 2022, Journal of Community Health.

Assessing Real-Time Moderation for Developing Adaptive Mobile Health Interventions for Medical Interns: Micro-Randomized Trial

Ambuj Tewari, E. Ionides, S. Sen, 2020, Journal of medical Internet research.

Improving outcomes for care partners of persons with traumatic brain injury: Protocol for a randomized control trial of a just-in-time-adaptive self-management intervention

N. Carlozzi, S. Sen, Zhenke Wu, 2022, PloS one.

Knockdown of miRNA-134-5p rescues dendritic deficits by promoting AMPK-mediated mitophagy in a mouse model of depression

Zhenke Wu, Ronghua Zhang, Defang Li, 2022, Neuropharmacology.

Should Controls With Respiratory Symptoms Be Excluded From Case-Control Studies of Pneumonia Etiology? Reflections From the PERCH Study

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Variance as a predictor of health outcomes: Subject-level trajectories and variability of sex hormones to predict body fat changes in peri- and post-menopausal women

S. Harlow, M. Elliott, Zhenke Wu, 2022, 2207.07565.

Microscopic Analysis and Quality Assessment of Induced Sputum From Children With Pneumonia in the PERCH Study

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Using machine learning with intensive longitudinal data to predict depression and suicidal ideation among medical interns over time

Adam G. Horwitz, S. Sen, E. Czyz, 2022, Psychological Medicine.

Outcome Adaptive Propensity Score Methods for Handling Censoring and High-Dimensionality: Application to Insurance Claims

M. Zhang, B. Mukherjee, Zhenke Wu, 2022, 2208.00114.

Weakly-supervised Multi-output Regression via Correlated Gaussian Processes

R. Kontar, Seokhyun Chung, Zhenke Wu, 2020, INFORMS Journal on Data Science.

DREAM Community. Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial

Stephen R. Piccolo, Suleiman A. Khan, Luke N. Kumar, 2016 .

Dynamic Survival Transformers for Causal Inference with Electronic Health Records

J. Regier, Zhenke Wu, Yixin Wang, 2022, ArXiv.

Safety of Induced Sputum Collection in Children Hospitalized With Severe or Very Severe Pneumonia

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Computational analysis of continuous body temperature provides early discrimination of graft-versus-host disease in mice.

M. Tewari, Zhenke Wu, S. Choi, 2019, Blood advances.

Vaccine Hesitancy During the COVID-19 Pandemic: A Latent Class Analysis of Middle-Aged and Older US Adults

J. Finlay, Zhenke Wu, L. Kobayashi, 2022, Journal of Community Health.

Estimating autoantibody signatures to detect autoimmune disease patient subsets.

Ami A. Shah, Scott L Zeger, Zhenke Wu, 2017, Biostatistics.

Partially latent class models for case–control studies of childhood pneumonia aetiology

Scott L. Zeger, Zhenke Wu, S. Zeger, 2015, Journal of the Royal Statistical Society. Series C, Applied statistics.

Partially-Latent Class Models (pLCM) for Case-Control Studies of Childhood Pneumonia Etiology

Scott L. Zeger, Zhenke Wu, Maria Deloria-Knoll, 2014, 1411.5774.

baker: An R package for Nested Partially-Latent Class Models

S. Zeger, Zhenke Wu, Qiyuan Shi, 2022, 2202.11778.

Colonization Density of the Upper Respiratory Tract as a Predictor of Pneumonia—Haemophilus influenzae, Moraxella catarrhalis, Staphylococcus aureus, and Pneumocystis jirovecii

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Is Higher Viral Load in the Upper Respiratory Tract Associated With Severe Pneumonia? Findings From the PERCH Study

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Association of C-Reactive Protein With Bacterial and Respiratory Syncytial Virus–Associated Pneumonia Among Children Aged <5 Years in the PERCH Study

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Evaluation of Pneumococcal Load in Blood by Polymerase Chain Reaction for the Diagnosis of Pneumococcal Pneumonia in Young Children in the PERCH Study

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Density of Upper Respiratory Colonization With Streptococcus pneumoniae and Its Role in the Diagnosis of Pneumococcal Pneumonia Among Children Aged <5 Years in the PERCH Study

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Modern Senicide in the Face of a Pandemic: An Examination of Public Discourse and Sentiment about Older Adults and COVID-19 Using Machine Learning

Zhenke Wu, Xuan Lu, Xuan Lu, 2020, The journals of gerontology. Series B, Psychological sciences and social sciences.

Tree-informed Bayesian multi-source domain adaptation: cross-population probabilistic cause-of-death assignment using verbal autopsy

Zhenke Wu, Zehang Richard Li, Irena Chen, 2021, medRxiv.

The mobile assistance for regulating smoking (MARS) micro-randomized trial design protocol.

James M. Rehg, Alexander Moreno, S. Murphy, 2021, Contemporary clinical trials.

Integrating Sample Similarities into Latent Class Analysis: A Tree-Structured Shrinkage Approach

L. Price, Zhenke Wu, Maliha Aziz, 2021, bioRxiv.

Chest Radiograph Findings in Childhood Pneumonia Cases From the Multisite PERCH Study

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

The Diagnostic Utility of Induced Sputum Microscopy and Culture in Childhood Pneumonia

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Bayesian Estimation of Pneumonia Etiology: Epidemiologic Considerations and Applications to the Pneumonia Etiology Research for Child Health Study

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

The Effect of Antibiotic Exposure and Specimen Volume on the Detection of Bacterial Pathogens in Children With Pneumonia

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Limited Utility of Polymerase Chain Reaction in Induced Sputum Specimens for Determining the Causes of Childhood Pneumonia in Resource-Poor Settings: Findings From the Pneumonia Etiology Research for Child Health (PERCH) Study

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Nested partially latent class models for dependent binary data; estimating disease etiology.

Scott L Zeger, Zhenke Wu, Maria Deloria-Knoll, 2015, Biostatistics.

Probabilistic Cause-of-disease Assignment using Case-control Diagnostic Tests: A Latent Variable Regression Approach

Zhenke Wu, Irena Chen, Zhenke Wu, 2019, bioRxiv.

Detection of Pneumococcal DNA in Blood by Polymerase Chain Reaction for Diagnosing Pneumococcal Pneumonia in Young Children From Low- and Middle-Income Countries

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Characterization of clinical progression of COVID-19 patients in Shenzhen, China

J. Lessler, Q. Bi, A. Azman, 2020, medRxiv.

Bayesian Nested Latent Class Models for Cause-of-Death Assignment using Verbal Autopsies Across Multiple Domains

Samuel J. Clark, Zhenke Wu, Zehang Richard Li, 2021, 2112.12186.

Predicting survival time for metastatic castration resistant prostate cancer: An iterative imputation approach

Karthik Rao, Zhenke Wu, R. Yates Coley, 2016, F1000Research.

Standardization of Clinical Assessment and Sample Collection Across All PERCH Study Sites

S. Madhi, K. O'Brien, S. Zeger, 2017, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Chest Radiograph Findings in Childhood Pneumonia Cases From the Multi‐Site Perch Study

S. Madhi, K. O'Brien, S. Zeger, 2018 .

Partial Identifiability of Restricted Latent Class Models

Zhenke Wu, Zhenke Wu, Dr. Xiao-Li Meng, 2018 .

Clinical and sociodemographic factors associated with anticoagulant use for cancer associated venous thromboembolism

J. Griggs, Zhenke Wu, G. Barnes, 2021, Journal of Thrombosis and Thrombolysis.

Advances in the biosynthesis and metabolic engineering of rare ginsenosides

Zhenke Wu, Defang Li, Qiusheng Zheng, 2023, Applied Microbiology and Biotechnology.

An App-Based Just-in-Time Adaptive Self-management Intervention for Care Partners (CareQOL): Protocol for a Pilot Trial

N. Carlozzi, S. Sen, Zhenke Wu, 2021 .

Probabilistic Learning of Treatment Trees in Cancer

Karthik Bharath, Zhenke Wu, Tsung-Hung Yao, 2022, bioRxiv.

Acceptability and feasibility of an app-based just-in-time-adaptive self-management intervention for care partners: Protocol for the CareQOL pilot trial (Preprint)

N. Carlozzi, S. Sen, Zhenke Wu, 2021 .

Anticoagulant medication adherence for cancer‐associated thrombosis: A comparison of LMWH to DOACs

J. Griggs, Zhenke Wu, M. Dorsch, 2020, Journal of thrombosis and haemostasis : JTH.

Advances in the optimization of central carbon metabolism in metabolic engineering

Zhenke Wu, Defang Li, Qiusheng Zheng, 2023, Microbial Cell Factories.

A Robust Functional EM Algorithm for Incomplete Panel Count Data

James M. Rehg, Alexander Moreno, D. Wetter, 2020, NeurIPS.

Feasibility pilot trial for the Trajectories of Recovery after Intravenous propofol versus inhaled VolatilE anesthesia (THRIVE) pragmatic randomised controlled trial

S. Kheterpal, M. Neuman, C. Spino, 2023, BMJ Open.

Bayesian Nested Latent Class Models for Cause-of-Death Assignment using Verbal Autopsies Across Multiple Domains

S. Clark, Zhenke Wu, I-Chen Chen, 2021, 2112.12186.

Bayesian Active Questionnaire Design for Cause-of-Death Assignment Using Verbal Autopsies

T. McCormick, Zhenke Wu, Z. Li, 2023, 2302.08099.

Assessing Time-Varying Causal Effect Moderation in the Presence of Cluster-Level Treatment Effect Heterogeneity

Walter Dempsey, Zhenke Wu, Jieru Shi, 2021, 2102.01681.

Factors associated with inferior vena cava filter placement and retrieval for patients with cancer-associated thrombosis.

J. Griggs, Zhenke Wu, G. Barnes, 2021, The American journal of medicine.

Weakly-supervised Multi-output Regression via Correlated Gaussian Processes

R. Kontar, Seokhyun Chung, Zhenke Wu, 2020, INFORMS Journal on Data Science.

Probabilistic Cause-of-disease Assignment using Case-control Diagnostic Tests: A Latent Variable Regression Approach

Zhenke Wu, I-Chen Chen, 2019, bioRxiv.

An App-Based Just-in-Time Adaptive Self-management Intervention for Care Partners (CareQOL): Protocol for a Pilot Trial

N. Carlozzi, S. Sen, Zhenke Wu, 2021, JMIR research protocols.

Probabilistic Learning of Treatment Trees in Cancer

K. Bharath, Zhenke Wu, Tsung-Hung Yao, 2022, bioRxiv.

A hierarchical integrative group least absolute shrinkage and selection operator for analyzing environmental mixtures

Bhramar Mukherjee, Alexander Rix, Jonathan Boss, 2020, Environmetrics.

Predicting survival time for metastatic castration resistant prostate cancer: An iterative imputation approach

Zhenke Wu, Detian Deng, Rao, 2016, F1000Research.

Dynamic statistical inference in massive datastreams

Lilun Du, Changliang Zou, Zhenke Wu, 2021, 2111.01339.

Kernel Deformed Exponential Families for Sparse Continuous Attention pdf

James M. Rehg, Walter Dempsey, Supriya Nagesh, 2021, ArXiv.