Zang, Chengxi

Publications

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selected publications

Quantum Machine Learning in Laboratory Medicine: A Leap into the Future?. Clinical chemistry. 2026 Academic Article GET IT
Machine Learning for Dynamic and Short-Term Prediction of Preeclampsia Using Routine Clinical Data. JAMA network open. 2026 Academic Article GET IT
Times cited: 1
Extracting post-acute sequelae of SARS-CoV-2 infection symptoms from clinical notes via hybrid natural language processing. npj health systems. 2025 Academic Article GET IT
Long COVID Incidence Proportion in Adults and Children Between 2020 and 2024: An Electronic Health Record-Based Study From the RECOVER Initiative. Clinical infectious diseases : an official publication of the Infectious Diseases Society of America. 2025 Academic Article GET IT
Times cited: 26
Federated target trial emulation using distributed observational data for treatment effect estimation. NPJ digital medicine. 2025 Academic Article GET IT
Times cited: 7
Multicenter target trial emulation to evaluate corticosteroids for sepsis stratified by predicted organ dysfunction trajectory. Nature communications. 2025 Academic Article GET IT
Times cited: 9
Federated Target Trial Emulation using Distributed Observational Data for Treatment Effect Estimation. medRxiv : the preprint server for health sciences. 2025 Article GET IT
Long COVID after SARS-CoV-2 during pregnancy in the United States. Nature communications. 2025 Academic Article GET IT
Times cited: 8
A network-based systems genetics framework identifies pathobiology and drug repurposing in Parkinson's disease. NPJ Parkinson's disease. 2025 Academic Article GET IT
Times cited: 9
Single-microglia transcriptomic transition network-based prediction and real-world patient data validation identifies ketorolac as a repurposable drug for Alzheimer's disease. Alzheimer's & dementia : the journal of the Alzheimer's Association. 2024 Academic Article GET IT
Times cited: 7
Accuracy and transportability of machine learning models for adolescent suicide prediction with longitudinal clinical records. Translational psychiatry. 2024 Academic Article GET IT
Times cited: 11
Identification of risk factors of Long COVID and predictive modeling in the RECOVER EHR cohorts. Communications medicine. 2024 Academic Article GET IT
Times cited: 27
Real-World Effectiveness of Nirmatrelvir in Protecting Long COVID for Outpatient Adult Patients - A Large-Scale Observational Cohort Study from the RECOVER Initiative. Research square. 2024 Article GET IT
Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER program. PloS one. 2024 Academic Article GET IT
Times cited: 3
Association between acquiring SARS-CoV-2 during pregnancy and post-acute sequelae of SARS-CoV-2 infection: RECOVER electronic health record cohort analysis. EClinicalMedicine. 2024 Academic Article GET IT
Times cited: 6
Emerging opportunities of using large language models for translation between drug molecules and indications. Scientific reports. 2024 Academic Article GET IT
Times cited: 17
Long COVID incidence in adults and children between 2020 and 2023: a real-world data study from the RECOVER Initiative. Research square. 2024 Article GET IT
Corticosteroids for infectious critical illness: A multicenter target trial emulation stratified by predicted organ dysfunction trajectory. medRxiv : the preprint server for health sciences. 2024 Article GET IT
High-throughput target trial emulation for Alzheimer's disease drug repurposing with real-world data. Nature communications. 2023 Academic Article GET IT
Times cited: 42
Building the Model. Archives of pathology & laboratory medicine. 2023 Information Resource GET IT
Times cited: 25
Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records. Scientific reports. 2023 Academic Article GET IT
Times cited: 7
Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative. Nature communications. 2023 Academic Article GET IT
Times cited: 41
Risk Factors and Predictive Modeling for Post-Acute Sequelae of SARS-CoV-2 Infection: Findings from EHR Cohorts of the RECOVER Initiative. Research square. 2023 Article GET IT
Times cited: 193
Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER Program. medRxiv : the preprint server for health sciences. 2023 Article GET IT
Times cited: 86
Racial/Ethnic Disparities in Post-acute Sequelae of SARS-CoV-2 Infection in New York: an EHR-Based Cohort Study from the RECOVER Program. Journal of general internal medicine. 2023 Academic Article GET IT
Times cited: 131
Identifying environmental risk factors for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the recover program. Environmental advances. 2023 Academic Article GET IT
Times cited: 12
Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes. Nature medicine. 2022 Academic Article GET IT
Times cited: 140
Identifying Contextual and Spatial Risk Factors for Post-Acute Sequelae of SARS-CoV-2 Infection: An EHR-based Cohort Study from the RECOVER Program. medRxiv : the preprint server for health sciences. 2022 Article GET IT
Times cited: 52
Development of a screening algorithm for borderline personality disorder using electronic health records. Scientific reports. 2022 Academic Article GET IT
Times cited: 7
Machine Learning for Identifying Data-Driven Subphenotypes of Incident Post-Acute SARS-CoV-2 Infection Conditions with Large Scale Electronic Health Records: Findings from the RECOVER Initiative. medRxiv : the preprint server for health sciences. 2022 Article GET IT
SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records. Proceedings. IEEE International Conference on Data Mining. 2021 Academic Article GET IT
Times cited: 19
Contrastive learning improves critical event prediction in COVID-19 patients. Patterns (New York, N.Y.). 2021 Academic Article GET IT
Times cited: 24
Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients. ArXiv. 2021 Article GET IT

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Research

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Funding awarded

AR² - Autism Replication, Validation, and Reproducibility Center awarded by National Institutes of Health, Office of the Director Co-Investigator 2025 - 2028
Heart Failure Endotypes from Ethical, Multi-Modal AI driven and Molecular/Phenotypic Data Integration Enabled Discovery awarded by National Institutes of Health, Office of the Director Co-Investigator 2025 - 2026

PASC EHR/ORWD Phase II Proposal (RECOVER) Year 5 awarded by National Heart, Lung, & Blood Institute Key Personnel 2025 - 2026
PASC EHR/ORWD Phase II Proposal (RECOVER) Year 3 awarded by National Heart, Lung, & Blood Institute Key Personnel 2023 - 2025

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Background

education and training

Ph.D., Tsinghua University (China) 2019
B.E., Sun Yat-Sen University (China) 2013

Contact

full name

Chengxi Zang

primary email

chz4001@med.cornell.edu

VIVO Weill Cornell Medical College

Chengxi Zang Assistant Professor of Population Health Sciences

Publications

selected publications

Research

Funding awarded

Background

education and training

Contact

full name

primary email