Ming-Shu Chen

12PUBLICATIONS
10CO-AUTHORS
Semi- and unsupervised learningEpidemiological modellingReproductionFertilityMedical biotechnology diagnostics (incl. biosensors)
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Publications (12)

|Aug 27, 2026
Explainable Machine Learning for Concurrent Screening of Elevated Work-Related Fatigue Using Routine Working-Hour and Occupational Health Data Among Manufacturing Workers: A Cross-Sectional Model Development and Internal Validation Study.

|Apr 26, 2024
Analyzing Longitudinal Health Screening Data with Feature Ensemble and Machine Learning Techniques: Investigating Diagnostic Risk Factors of Metabolic Syndrome for Chronic Kidney Disease Stages 3a to 3b.

Ming-Shu Chen, Tzu-Chi Liu, Mao-Jhen Jhou

|Nov 29, 2023
Using a Decision Tree Algorithm Predictive Model for Sperm Count Assessment and Risk Factors in Health Screening Population.

Hung-Hsiang Huang, Chi-Jie Lu, Mao-Jhen Jhou

|Feb 11, 2023
Machine Learning Predictive Models for Evaluating Risk Factors Affecting Sperm Count: Predictions Based on Health Screening Indicators.

Hung-Hsiang Huang, Shang-Ju Hsieh, Ming-Shu Chen

|Dec 23, 2022
A Hybrid Risk Factor Evaluation Scheme for Metabolic Syndrome and Stage 3 Chronic Kidney Disease Based on Multiple Machine Learning Techniques.

Mao-Jhen Jhou, Ming-Shu Chen, Tian-Shyug Lee

|Aug 26, 2022
Integrating Health Data-Driven Machine Learning Algorithms to Evaluate Risk Factors of Early Stage Hypertension at Different Levels of HDL and LDL Cholesterol.

Pen-Chih Liao, Ming-Shu Chen, Mao-Jhen Jhou

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Frequent Collaborators

5 joint publications

Chi-Jie Lu

5 joint publications

Chih-Te Yang

4 joint publications

Mao-Jhen Jhou

2 joint publications

Shih-Hsin Chen