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Zhe He

South China Agricultural University · CN
Area of research
Molecular Biology · Artificial Intelligence
Research interest
Research interests include Pseudomonas aeruginosa, Medicine, Computer science, Materials science, Quorum sensing, and Microbiology.
h-index
citations
416
works
14
NIH funding
primary concept
email

Recent publications

Study on the corrosion damage behavior and anti-corrosion methods of mining anchor cables in high-mineralized water environments
Construction and Building Materials 2026cited by 0position: middledoi
Preliminary analysis of the impact of lab results on large language model generated differential diagnoses
npj Digital Medicine 2025cited by 14position: lastdoi
Design, Synthesis, and Biological Evaluation of Asymmetrical Disulfides Based on Garlic Extract as <i>Pseudomonas aeruginosa pqs</i> Quorum Sensing Inhibitors
Journal of Agricultural and Food Chemistry 2025cited by 9position: middledoi
Improving Large Language Models’ Summarization Accuracy by Adding Highlights to Discharge Notes: Comparative Evaluation
JMIR Medical Informatics 2025cited by 9position: middledoi
Ontology enrichment using a large language model: Applying lexical, semantic, and knowledge network-based similarity for concept placement
Journal of Biomedical Informatics 2025cited by 5position: middledoi
Synoptic reporting by summarizing cancer pathology reports using large language models
npj Health Systems 2025cited by 4position: middledoi
Psychosocial considerations in pediatric heart transplantation: Initial validation of the Pediatric Psychosocial Assessment Tool at a single center
JHLT Open 2025cited by 3position: middledoi
Enhancing patient engagement and understanding: is providing direct access to laboratory results through patient portals adequate?
JAMIA Open 2025cited by 2position: lastdoi
Predicting Organ Rejections for Pediatric Heart Transplantations with a Combined Use of Transplant Registry Data and Electronic Health Records
medRxiv 2025cited by 1position: lastdoi
Quality of Answers of Generative Large Language Models Versus Peer Users for Interpreting Laboratory Test Results for Lay Patients: Evaluation Study
Journal of Medical Internet Research 2024cited by 47position: firstdoi
Structure-Based Discovery of Symmetric Disulfides from Garlic Extract as <i>Pseudomonas aeruginosa</i> Quorum Sensing Inhibitors
Journal of Agricultural and Food Chemistry 2024cited by 21position: middledoi
Discovery of novel amide derivatives as potent quorum sensing inhibitors of Pseudomonas aeruginosa
European Journal of Medicinal Chemistry 2024cited by 18position: firstdoi
Stratifying heart failure patients with graph neural network and transformer using Electronic Health Records to optimize drug response prediction
Journal of the American Medical Informatics Association 2024cited by 9position: middledoi
Design and Synthesis of Aryl Amide Derivatives Containing Thiazole as Type III Secretion System Inhibitors against <i>Pseudomonas aeruginosa</i>
Journal of Agricultural and Food Chemistry 2024cited by 7position: middledoi
Enhancing patient Comprehension: An effective sequential prompting approach to simplifying EHRs using LLMs
2024cited by 6position: middledoi
Predicting Adherence to Computer-Based Cognitive Training Programs Among Older Adults: Study of Domain Adaptation and Deep Learning
JMIR Aging 2024cited by 4position: middledoi
Synoptic Reporting by Summarizing Cancer Pathology Reports using Large Language Models
medRxiv 2024cited by 4position: middledoi
Tipping point analysis for the between-arm correlation in an arm-based evidence synthesis
BMC Medical Research Methodology 2024cited by 3position: middledoi
Quality of Answers of Generative Large Language Models vs Peer Patients for Interpreting Lab Test Results for Lay Patients: Evaluation Study.
PubMed 2024cited by 2position: firstdoi
New opportunities for the early detection and treatment of cognitive decline: adherence challenges and the promise of smart and person-centered technologies
BMC Digital Health 2023cited by 46position: firstdoi
Enriching Real-world Data with Social Determinants of Health for Health Outcomes and Health Equity: Successes, Challenges, and Opportunities
Yearbook of Medical Informatics 2023cited by 25position: firstdoi
Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT Model
2023cited by 16position: middledoi
Prediction of Outcomes After Heart Transplantation in Pediatric Patients Using National Registry Data: Evaluation of Machine Learning Approaches
JMIR Cardio 2023cited by 14position: lastdoi
Editorial: Explainable artificial intelligence for critical healthcare applications
Frontiers in Artificial Intelligence 2023cited by 12position: firstdoi
Improving Adherence to a Mediterranean Ketogenic Nutrition Program for High-Risk Older Adults: A Pilot Randomized Trial
Nutrients 2023cited by 10position: middledoi
Towards Interpretable Multimodal Predictive Models for Early Mortality Prediction of Hemorrhagic Stroke Patients.
PubMed 2023cited by 9position: last
Building Prediction Models for 30-Day Readmissions Among ICU Patients Using Both Structured and Unstructured Data in Electronic Health Records
2023cited by 8position: lastdoi
Big advocacy, little recognition: the hidden work of Black patients in precision medicine
Journal of Community Genetics 2023cited by 8position: lastdoi
Benchmarking Transformer-Based Models for Identifying Social Determinants of Health in Clinical Notes
2023cited by 8position: lastdoi
Can Attention Be Used to Explain EHR-Based Mortality Prediction Tasks: A Case Study on Hemorrhagic Stroke
2023cited by 7position: lastdoi

Grants

No grants ingested yet.

Frequent collaborators

Jiang Bian · Regenstrief Institute42 papers (2016–2023)Shubo Tian · Florida State University17 papers (2021–2024)Yi Guo · Xi'an University of Science and Technology15 papers (2016–2023) · 14 papers (2016–2024)Aiwen Xing · Florida State University13 papers (2019–2023)Mia Liza A. Lustria · Florida State University12 papers (2019–2025)William R. Hogan · University of Florida11 papers (2016–2020)Rui Zhang · Pennsylvania State University11 papers (2018–2025)Xiao Luo · Indiana University School of Medicine11 papers (2020–2023)Zhan Zhang · Drexel University10 papers (2019–2023)James Geller · Florida State University9 papers (2016–2025)Xiuwen Liu · Jiangsu University9 papers (2017–2021)Seyedeh Neelufar Payrovnaziri · Palo Alto University9 papers (2018–2021)Laura A. Barrett · Florida State University9 papers (2018–2022)Arslan Erdengasileng · Nationwide Children's Hospital9 papers (2021–2023) · 8 papers (2020–2024)Hansi Zhang · Jilin University8 papers (2018–2023)Karim Hanna · University of South Florida7 papers (2022–2025)Michael Killian · Florida State University7 papers (2021–2025)Lu Yu · King Abdullah University of Science and Technology7 papers (2019–2022)