Xinmeng Zhang

8PUBLICATIONS
35CO-AUTHORS
Deep learningMetabolic medicineSemi- and unsupervised learningCardiology (incl. cardiovascular diseases)Behavioural epidemiology
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Publications (8)

|May 13, 2026
CellAwareGNN: Single-Cell Enhanced Knowledge Graph Foundation Model for Drug Indication Prediction.

|Apr 10, 2026
Obesity-Related Metabolites are Associated with Incident Coronary Heart Disease and Respond to Metabolic and Bariatric Surgery.

Zicheng Wang, Yulu Zheng, Lei Wang

|Mar 08, 2025
Large language models are less effective at clinical prediction tasks than locally trained machine learning models.

Katherine E Brown, Chao Yan, Zhuohang Li

|Mar 07, 2025
Reduced Risk of Cardiovascular Diseases After Bariatric Surgery Based on the New Predicting Risk of Cardiovascular Disease EVENTs Equations.

Lei Wang, Xinmeng Zhang, You Chen

|Dec 16, 2024
Not the Models You Are Looking For: Traditional ML Outperforms LLMs in Clinical Prediction Tasks.

Katherine E Brown, Chao Yan, Zhuohang Li

|Dec 09, 2024
Association Between Patient Portal Engagement and Weight Loss Outcomes in Patients After Bariatric Surgery: Longitudinal Observational Study Using Electronic Health Records.

Xinmeng Zhang, Kaidi Kang, Chao Yan

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Frequent Collaborators

8 joint publications

You Chen

6 joint publications

Chao Yan

4 joint publications

Danxia Yu

3 joint publications

Wayne J English