CZ
Chengxi Zang
COVID-19health informaticscs.LGElectronic Health Recordscs.AIcs.HCAlzheimer Diseasecs.CLMachine LearningArtificial Intelligence
On Valency
published · living versionsW_s64desv2·v1 · currentpublished
Where Does the Human End? Creative Agency with Generative AI across Five Years of Chinese Digital Painting
with Yibo Meng, Ruiqi Chen, Shuheng Cao, Weijia Zhang
1 version
Preprints & journals
47 papers in the corpus · 2017–2026When Ubiquitous Health Data Stops Helping: Patients' Experience of Breakdowns in the Data-Interpretation-Action Loop at the End of Life2610.23259v1 · Yibo Meng, Xinru Wang, Zhuoyan Li et al.2026 · 0 citationsarXiv
"Can Computing Systems Eventually Disappear?": A Long-Term Tracking Study on the Use of Diabetes Computing Systems by Patients with Diabetes2610.23276v1 · Yibo Meng, Jinyuan Zhan, Yao Lyu et al.2026 · 0 citationsarXiv
MES: A Multi-Agent Evidence Synthesis System for Medical Decision-Making.42818103 · Li, Haoyang, Pan, Weishen, Rajendran, Suraj et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Where Does the Human End? Creative Agency with Generative AI across Five Years of Chinese Digital Painting2609.09333v1 · Yibo Meng, Ruiqi Chen, Shuheng Cao et al.2026 · 0 citationsarXivon Valency
Using Grounded Theory for Agent Behavior Analysis at Scale2608.30391v1 · Zhuoran Lu, Yangyang Yu, Zhuoyan Li et al.2026 · 0 citationsarXiv
Empowering clinical trial design with agentic intelligence and real-world data.42414290 · Li, Haoyang, Pan, Weishen, Rajendran, Suraj et al.2026 · 1 citationNature communications. 2026;17(1)
NaviCache: Test-Time Self-Calibration Caching for Video Generation2606.26795v2 · Zheqi Lv, Zhibo Zhu, Jinke Wang et al.2026 · 0 citationsarXiv
Quantum Machine Learning in Laboratory Medicine: A Leap into the Future?41702419 · Zang, Chengxi, Yang, He S2026 · 0 citationsClinical chemistry. 2026;72(4):427-429
Machine Learning for Dynamic and Short-Term Prediction of Preeclampsia Using Routine Clinical Data.41790468 · Li, Haoyang, Li, Yaxin, Zang, Chengxi et al.2026 · 6 citationsJAMA network open. 2026;9(3):e260359
SSRI/SNRI and long COVID in children and adolescents with neuropsychiatric conditions: a cohort study from the RECOVER Initiative.42564177 · Zhou, Ting, Zhang, Bingyu, Lu, Yiwen et al.2026 · 0 citationsNature. Mental health. 2026;4(8):1275-1284
Machine Learning for Dynamic and Short-term Prediction of Preeclampsia Using Routine Clinical and Laboratory Data10.1101/2025.09.29.25336926v1 · Li, H., Li, Y., Zang, C. et al.2025 · 1 citationmedRxiv
Extracting post-acute sequelae of SARS-CoV-2 infection symptoms from clinical notes via hybrid natural language processing.40958972 · Bai, Zilong, Xu, Zihan, Sun, Cong et al.2026 · 1 citationnpj health systems. 2025;2
Multicenter target trial emulation to evaluate corticosteroids for sepsis stratified by predicted organ dysfunction trajectory.40360520 · Rajendran, Suraj, Xu, Zhenxing, Pan, Weishen et al.2025 · 23 citationsNature communications. 2025;16(1):4450
Federated Target Trial Emulation using Distributed Observational Data for Treatment Effect Estimation.40385404 · Li, Haoyang, Zang, Chengxi, Xu, Zhenxing et al.2026 · 14 citationsmedRxiv : the preprint server for health sciences. 2025
Federated Causal Inference in Healthcare: Methods, Challenges, and Applications2505.02238v1 · Haoyang Li, Jie Xu, Kyra Gan et al.2025 · 0 citationsarXiv
EmulatRx: Empowering Clinical Trial Design with Agentic Intelligence and Real World Data10.1101/2025.04.17.25326033v2 · Li, H., Pan, W., Rajendran, S. et al.2025 · 4 citationsmedRxiv
Assessment of Nirmatrelvir-Ritonavir Effects on Acute and Post-Acute COVID-19 Illness in US Adolescents: Target Trial Emulation10.1101/2025.04.02.25324861v1 · Shen, Y., Zhang, B., Jhaveri, R. et al.2025 · 4 citationsmedRxiv
Long COVID after SARS-CoV-2 during pregnancy in the United States.40169569 · Zang, Chengxi, Guth, Daniel, Bruno, Ann M et al.2025 · 12 citationsNature communications. 2025;16(1):3005
A network-based systems genetics framework identifies pathobiology and drug repurposing in Parkinson's disease.39837893 · Dou, Lijun, Xu, Zhenxing, Xu, Jielin et al.2025 · 13 citationsNPJ Parkinson's disease. 2025;11(1):22
Single-microglia transcriptomic transition network-based prediction and real-world patient data validation identifies ketorolac as a repurposable drug for Alzheimer's disease.39641322 · Xu, Jielin, Song, Wenqiang, Xu, Zhenxing et al.2025 · 16 citationsAlzheimer's & dementia : the journal of the Alzheimer's Association. 2025;21(1):e14373
Accuracy and transportability of machine learning models for adolescent suicide prediction with longitudinal clinical records.39085206 · Zang, Chengxi, Hou, Yu, Lyu, Daoming et al.2024 · 23 citationsTranslational psychiatry. 2024;14(1):316
Real-World Effectiveness of Nirmatrelvir in Protecting Long COVID for Outpatient Adult Patients - A Large-Scale Observational Cohort Study from the RECOVER Initiative.38947026 · Wang, Fei, Zang, Chengxi, Li, Haoyang et al.2025 · 12 citationsResearch square. 2024
Association between acquiring SARS-CoV-2 during pregnancy and post-acute sequelae of SARS-CoV-2 infection: RECOVER electronic health record cohort analysis.38828129 · Bruno, Ann M, Zang, Chengxi, Xu, Zhengxing et al.2026 · 9 citationsEClinicalMedicine. 2024;73:102654
Emerging opportunities of using large language models for translation between drug molecules and indications.38730226 · Oniani, David, Hilsman, Jordan, Zang, Chengxi et al.2024 · 24 citationsScientific reports. 2024;14(1):10738
Long COVID incidence in adults and children between 2020 and 2023: a real-world data study from the RECOVER Initiative.38746290 · Mandel, Hannah, Yoo, Yun, Allen, Andrea et al.2025 · 65 citationsResearch square. 2024
Corticosteroids for infectious critical illness: A multicenter target trial emulation stratified by predicted organ dysfunction trajectory.38496630 · Rajendran, Suraj, Xu, Zhenxing, Pan, Weishen et al.2025 · 4 citationsmedRxiv : the preprint server for health sciences. 2024
High-throughput target trial emulation for Alzheimer's disease drug repurposing with real-world data.38081829 · Zang, Chengxi, Zhang, Hao, Xu, Jie et al.2023 · 68 citationsNature communications. 2023;14(1):8180
Building the Model.36223208 · Yang, He S, Rhoads, Daniel D, Sepulveda, Jorge et al.2023 · 35 citationsArchives of pathology & laboratory medicine. 2023;147(7):826-836
Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records.37208478 · Xu, Jie, Wang, Fei, Zang, Chengxi et al.2023 · 11 citationsScientific reports. 2023;13(1):8102
Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative.37029117 · Zang, Chengxi, Zhang, Yongkang, Xu, Jie et al.2023 · 50 citationsNature communications. 2023;14(1):1948
Risk Factors and Predictive Modeling for Post-Acute Sequelae of SARS-CoV-2 Infection: Findings from EHR Cohorts of the RECOVER Initiative.36945608 · Zang, Chengxi, Hou, Yu, Schenck, Edward et al.2024 · 47 citationsResearch square. 2023
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.36865304 · Varma, Jay K, Zang, Chengxi, Carton, Thomas W et al.2026 · 4 citationsmedRxiv : the preprint server for health sciences. 2023
Racial/Ethnic Disparities in Post-acute Sequelae of SARS-CoV-2 Infection in New York: an EHR-Based Cohort Study from the RECOVER Program.36795327 · Khullar, Dhruv, Zhang, Yongkang, Zang, Chengxi et al.2023 · 149 citationsJournal of general internal medicine. 2023;38(5):1127-1136
Identifying environmental risk factors for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the recover program.36785842 · Zhang, Yongkang, Hu, Hui, Fokaidis, Vasilios et al.2024 · 16 citationsEnvironmental advances. 2023;11:100352
Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes.36456834 · Zhang, Hao, Zang, Chengxi, Xu, Zhenxing et al.2023 · 186 citationsNature medicine. 2023;29(1):226-235
Identifying Contextual and Spatial Risk Factors for Post-Acute Sequelae of SARS-CoV-2 Infection: An EHR-based Cohort Study from the RECOVER Program.36263067 · Zhang, Yongkang, Hu, Hui, Fokaidis, Vasilios et al.2024 · 3 citationsmedRxiv : the preprint server for health sciences. 2022
Development of a screening algorithm for borderline personality disorder using electronic health records.35831356 · Zang, Chengxi, Goodman, Marianne, Zhu, Zheng et al.2022 · 9 citationsScientific reports. 2022;12(1):11976
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.35665007 · Zhang, Hao, Zang, Chengxi, Xu, Zhenxing et al.2022 · 3 citationsmedRxiv : the preprint server for health sciences. 2022
Understanding Post-Acute Sequelae of SARS-CoV-2 Infection through Data-Driven Analysis with Longitudinal Electronic Health Records: Findings from the RECOVER Initiative10.1101/2022.05.21.22275420v2 · Zang, C., Zhang, Y., Xu, J. et al.2022 · 8 citationsmedRxiv
High-Throughput Clinical Trial Emulation with Real World Data and Machine Learning: A Case Study of Drug Repurposing for Alzheimer's Disease10.1101/2022.01.31.22270132v3 · Zang, C., Zhang, H., Xu, J. et al.2022 · 7 citationsmedRxiv
SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records.36438203 · Zang, Chengxi, Wang, Fei2022 · 24 citationsProceedings. IEEE International Conference on Data Mining. 2021;2021:857-866
dynaPhenoM: Dynamic Phenotype Modeling from Longitudinal Patient Records Using Machine Learning10.1101/2021.11.01.21265725v1 · Zhang, H., Zang, C., Xu, J. et al.2021 · 1 citationmedRxiv
Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients.33442560 · Wanyan, Tingyi, Honarvar, Hossein, Jaladanki, Suraj K et al.2022 · 33 citationsArXiv. 2021
Visualizing Deep Graph Generative Models for Drug Discovery2007.10333v1 · Karan Yang, Chengxi Zang, Fei Wang2020 · 0 citationsarXiv
Neural Dynamics on Complex Networks1908.06491v2 · Chengxi Zang, Fei Wang2019 · 71 citationsarXiv
Structural patterns of information cascades and their implications for dynamics and semantics1708.02377v1 · Chengxi Zang, Peng Cui, Chaoming Song et al.2017 · 3 citationsarXiv
Career total: 77 works. 47 are in this corpus.Showing the 46 most recent.
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