Jie Xu

18PUBLICATIONS
86CO-AUTHORS
Artificial life and complex adaptive systemsPredictive and prognostic markersDisease surveillanceContext learningPlanning and decision making
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Publications (18)

|Aug 29, 2026
A Systematic Review of Deep Learning and Machine Learning Applications in Longitudinal Multimodal Clinical Data.

|Jul 31, 2026
Machine Learning Model for Predicting Suicide Risks Among Patients With Posttraumatic Stress Disorder Who Received Opioids.

|May 27, 2026
Multimodal Prediction of Renal Tumor Malignancy From Radiology Reports and Structured Electronic Health Records: Retrospective Cohort Study.

|Dec 10, 2025
Development and Validation of an Electronic Health Record-Based Algorithm for Identifying Patients With Long-Term Opioid Therapy: Cross-Sectional Study.

Shu Huang, Tianze Jiao, Serena Jingchuan Guo

|Nov 26, 2025
Predicting Alzheimer's Disease Diagnosis, a Decade or more Years before Onset using the Electronic Health Record and Random Forest Machine Learning Models.

Sanya B Taneja, Richard D Boyce, Scott A Malec

|Jul 24, 2025
Autoencoder-Based Representation Learning for Similar Patients Retrieval From Electronic Health Records: Comparative Study.

Deyi Li, Aditi Shukla, Sravani Chandaka

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Frequent Collaborators

8 joint publications

Jiang Bian

4 joint publications

Jinqian Pan

3 joint publications

Pascal S Brandt

3 joint publications

Serena Jingchuan Guo