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Xiaoyang Ruan

6PUBLICATIONS

12CO-AUTHORS

Disease surveillanceContext learningMajor global burdens of diseaseEpidemiological modelling

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Publications (6)

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|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

|Jun 28, 2024

Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice.

Louis Faust, Patrick Wilson, Shusaku Asai

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Frequent Collaborators

6 joint publications

Hongfang Liu

4 joint publications

Sunyang Fu

4 joint publications

Andrew Wen

3 joint publications

Shuyu Lu

2 joint publications

Liwei Wang

2 joint publications

Sameer Murali

1 joint publications

Louis Faust

1 joint publications

Patrick Wilson

1 joint publications

Shusaku Asai

1 joint publications

Curt Storlie

Frequent Collaborators

6 joint publications

Hongfang Liu

4 joint publications

Sunyang Fu

4 joint publications

Andrew Wen

3 joint publications

Shuyu Lu

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