Tzu-Chi Liu

Application of SHAP for Explainable Machine Learning on Age-Based Subgrouping Mammography Questionnaire Data for Positive Mammography Prediction and Risk Factor Identification

Jeffrey Sun, Cheuk‐Kay Sun, Yun-Xuan Tang et al. · Healthcare · 2023 · 38 citations · Full text

Engineering, Machine Learning, Diagnosis +22

Utilization of Decision Tree Algorithms for Supporting the Prediction of Intensive Care Unit Admission of Myasthenia Gravis: A Machine Learning-Based Approach

Che-Cheng Chang, Jiann‐Horng Yeh, Hou‐Chang Chiu et al. · Journal of Personalized Medicine · 2022 · 35 citations · Full text

Prognosis, Diagnosis, Disease Classification +16

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 et al. · Journal of Clinical Medicine · 2023 · 13 citations · Full text

Explainable machine learning model for identifying key gut microbes and metabolites biomarkers associated with myasthenia gravis

Che-Cheng Chang, Tzu-Chi Liu, Chi-Jie Lu et al. · Computational and Structural Biotechnology Journal · 2024 · 13 citations · Full text

Machine learning strategy for identifying altered gut microbiomes for diagnostic screening in myasthenia gravis

Che-Cheng Chang, Tzu-Chi Liu, Chi-Jie Lu et al. · Frontiers in Microbiology · 2023 · 12 citations · Full text