Xiaoyang Ruan

7PUBLICATIONS
12CO-AUTHORS
Semi- and unsupervised learningDisease surveillanceContext learningMajor global burdens of diseaseEpidemiological modelling
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Publications (7)

|Sep 24, 2026
A machine-assisted framework for systematic error analysis in clinical concept extraction.

|Nov 24, 2025
A Self-Explainable Dynamic Risk Monitoring Framework for Predicting Alzheimer's Disease and Related Dementias.

Xiaoyang Ruan, Shuyu Lu, Sunyang Fu

|Sep 26, 2025
MedError: A Machine-Assisted Framework for Systematic Error Analysis in Clinical Concept Extraction.

Hongfang Liu, Sunyang Fu, Qiuhao Lu

|Aug 20, 2025
Deep Phenotyping of Obesity: Electronic Health Record-Based Temporal Modeling Study.

Xiaoyang Ruan, Shuyu Lu, Liwei Wang

|Aug 04, 2025
Gated recurrent unit with decay has real-time capability for postoperative ileus surveillance and offers cross-hospital transferability.

Xiaoyang Ruan, Sunyang Fu, Heling Jia

|Dec 16, 2024
Deep phenotyping obesity using EHR data: Promise, Challenges, and Future Directions.

Xiaoyang Ruan, Shuyu Lu, Liwei Wang

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Frequent Collaborators

7 joint publications

Hongfang Liu

5 joint publications

Sunyang Fu

5 joint publications

Andrew Wen

3 joint publications

Shuyu Lu