Chi-Jie Lu

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 31

Top Venues

International journal of environmental research and public health

Journal of clinical medicine

Healthcare (Basel, Switzerland)

Diagnostics (Basel, Switzerland)

Fu Jen Catholic University

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Fu Jen Catholic University Aug 01 2019

Taiwan

Professor :: Graduate Institute of Business Administration

Publications

Ming-Shu Chen, Tzu-Chi Liu, Mao-Jhen Jhou, Chih-Te Yang, Chi-Jie Lu
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. Diagnostics (Basel, Switzerland) 14 (8) (2024)
Tzu-En Wu, Jun-Wei Chen, Tzu-Chi Liu, Chieh-Han Yu, Mao-Jhen Jhou, Chi-Jie Lu
Identifying and Exploring the Impact Factors for Intraocular Pressure Prediction in Myopic Children with Atropine Control Utilizing Multivariate Adaptive Regression Splines. Journal of personalized medicine 14 (1) (2024)
Ming-Shu Chen, Tzu-Chi Liu, Mao-Jhen Jhou, Chih-Te Yang, Chi-Jie Lu
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. Diagnostics (Basel, Switzerland) 14 (8) (2024)
Tzu-En Wu, Jun-Wei Chen, Tzu-Chi Liu, Chieh-Han Yu, Mao-Jhen Jhou, Chi-Jie Lu
Identifying and Exploring the Impact Factors for Intraocular Pressure Prediction in Myopic Children with Atropine Control Utilizing Multivariate Adaptive Regression Splines. Journal of personalized medicine 14 (1) (2024)
Ming-Shu Chen, Tzu-Chi Liu, Mao-Jhen Jhou, Chih-Te Yang, Chi-Jie Lu
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. Diagnostics (Basel, Switzerland) 14 (8) (2024)
Yung-Chuan Huang, Yu-Chen Cheng, Mao-Jhen Jhou, Ming-Chih Chen, Chi-Jie Lu
Integrated Machine Learning Decision Tree Model for Risk Evaluation in Patients with Non-Valvular Atrial Fibrillation When Taking Different Doses of Dabigatran. International journal of environmental research and public health 20 (3) (2023)
Yung-Chuan Huang, Yu-Chen Cheng, Mao-Jhen Jhou, Ming-Chih Chen, Chi-Jie Lu
Integrated Machine Learning Decision Tree Model for Risk Evaluation in Patients with Non-Valvular Atrial Fibrillation When Taking Different Doses of Dabigatran. International journal of environmental research and public health 20 (3) (2023)
Hung-Hsiang Huang, Shang-Ju Hsieh, Ming-Shu Chen, Mao-Jhen Jhou, Tzu-Chi Liu, Hsiang-Li Shen, Chih-Te Yang, Chung-Chih Hung, Ya-Yen Yu, Chi-Jie Lu
Machine Learning Predictive Models for Evaluating Risk Factors Affecting Sperm Count: Predictions Based on Health Screening Indicators. Journal of clinical medicine 12 (3) (2023)
Yung-Chuan Huang, Yu-Chen Cheng, Mao-Jhen Jhou, Ming-Chih Chen, Chi-Jie Lu
Integrated Machine Learning Decision Tree Model for Risk Evaluation in Patients with Non-Valvular Atrial Fibrillation When Taking Different Doses of Dabigatran. International journal of environmental research and public health 20 (3) (2023)
Tian-Shyug Lee, Chi-Jie Lu
Health Informatics: The Foundations of Public Health. Healthcare (Basel, Switzerland) 11 (6) (2023)
Hung-Hsiang Huang, Shang-Ju Hsieh, Ming-Shu Chen, Mao-Jhen Jhou, Tzu-Chi Liu, Hsiang-Li Shen, Chih-Te Yang, Chung-Chih Hung, Ya-Yen Yu, Chi-Jie Lu
Machine Learning Predictive Models for Evaluating Risk Factors Affecting Sperm Count: Predictions Based on Health Screening Indicators. Journal of clinical medicine 12 (3) (2023)
Yung-Chuan Huang, Yu-Chen Cheng, Mao-Jhen Jhou, Ming-Chih Chen, Chi-Jie Lu
Integrated Machine Learning Decision Tree Model for Risk Evaluation in Patients with Non-Valvular Atrial Fibrillation When Taking Different Doses of Dabigatran. International journal of environmental research and public health 20 (3) (2023)
Tian-Shyug Lee, Chi-Jie Lu
Health Informatics: The Foundations of Public Health. Healthcare (Basel, Switzerland) 11 (6) (2023)
Jeffrey Sun, Cheuk-Kay Sun, Yun-Xuan Tang, Tzu-Chi Liu, Chi-Jie Lu
Application of SHAP for Explainable Machine Learning on Age-Based Subgrouping Mammography Questionnaire Data for Positive Mammography Prediction and Risk Factor Identification. Healthcare (Basel, Switzerland) 11 (14) (2023)
Hung-Hsiang Huang, Shang-Ju Hsieh, Ming-Shu Chen, Mao-Jhen Jhou, Tzu-Chi Liu, Hsiang-Li Shen, Chih-Te Yang, Chung-Chih Hung, Ya-Yen Yu, Chi-Jie Lu
Machine Learning Predictive Models for Evaluating Risk Factors Affecting Sperm Count: Predictions Based on Health Screening Indicators. Journal of clinical medicine 12 (3) (2023)
Cheuk-Kay Sun, Yun-Xuan Tang, Tzu-Chi Liu, Chi-Jie Lu
An Integrated Machine Learning Scheme for Predicting Mammographic Anomalies in High-Risk Individuals Using Questionnaire-Based Predictors. International journal of environmental research and public health 19 (15) (2022)
Li-Ying Huang, Fang-Yu Chen, Mao-Jhen Jhou, Chun-Heng Kuo, Chung-Ze Wu, Chieh-Hua Lu, Yen-Lin Chen, Dee Pei, Yu-Fang Cheng, Chi-Jie Lu
Comparing Multiple Linear Regression and Machine Learning in Predicting Diabetic Urine Albumin-Creatinine Ratio in a 4-Year Follow-Up Study. Journal of clinical medicine 11 (13) (2022)
Che-Cheng Chang, Jiann-Horng Yeh, Hou-Chang Chiu, Yen-Ming Chen, Mao-Jhen Jhou, Tzu-Chi Liu, Chi-Jie Lu
Utilization of Decision Tree Algorithms for Supporting the Prediction of Intensive Care Unit Admission of Myasthenia Gravis: A Machine Learning-Based Approach. Journal of personalized medicine 12 (1) (2022)
Mao-Jhen Jhou, Ming-Shu Chen, Tian-Shyug Lee, Chih-Te Yang, Yen-Ling Chiu, Chi-Jie Lu
A Hybrid Risk Factor Evaluation Scheme for Metabolic Syndrome and Stage 3 Chronic Kidney Disease Based on Multiple Machine Learning Techniques. Healthcare (Basel, Switzerland) 10 (12) (2022)
Pen-Chih Liao, Ming-Shu Chen, Mao-Jhen Jhou, Tsan-Chi Chen, Chih-Te Yang, Chi-Jie Lu
Integrating Health Data-Driven Machine Learning Algorithms to Evaluate Risk Factors of Early Stage Hypertension at Different Levels of HDL and LDL Cholesterol. Diagnostics (Basel, Switzerland) 12 (8) (2022)
Mao-Jhen Jhou, Ming-Shu Chen, Tian-Shyug Lee, Chih-Te Yang, Yen-Ling Chiu, Chi-Jie Lu
A Hybrid Risk Factor Evaluation Scheme for Metabolic Syndrome and Stage 3 Chronic Kidney Disease Based on Multiple Machine Learning Techniques. Healthcare (Basel, Switzerland) 10 (12) (2022)
Yung-Chuan Huang, Yu-Chen Cheng, Mao-Jhen Jhou, Ming-Chih Chen, Chi-Jie Lu
Important Risk Factors in Patients with Nonvalvular Atrial Fibrillation Taking Dabigatran Using Integrated Machine Learning Scheme-A Post Hoc Analysis. Journal of personalized medicine 12 (5) (2022)
Chao-Wei Wu, Hsiang-Li Shen, Chi-Jie Lu, Ssu-Han Chen, Hsin-Yi Chen
Comparison of Different Machine Learning Classifiers for Glaucoma Diagnosis Based on Spectralis OCT. Diagnostics (Basel, Switzerland) 11 (9) (2021)
Yen-Ling Chiu, Mao-Jhen Jhou, Tian-Shyug Lee, Chi-Jie Lu, Ming-Shu Chen
Health Data-Driven Machine Learning Algorithms Applied to Risk Indicators Assessment for Chronic Kidney Disease. Risk management and healthcare policy 14 (2021)
Chi-Chang Chang, Tse-Hung Huang, Pei-Wei Shueng, Ssu-Han Chen, Chun-Chia Chen, Chi-Jie Lu, Yi-Ju Tseng
Developing a Stacked Ensemble-Based Classification Scheme to Predict Second Primary Cancers in Head and Neck Cancer Survivors. International journal of environmental research and public health 18 (23) (2021)
Wei-Jen Chen, Mao-Jhen Jhou, Tian-Shyug Lee, Chi-Jie Lu
Hybrid Basketball Game Outcome Prediction Model by Integrating Data Mining Methods for the National Basketball Association. Entropy (Basel, Switzerland) 23 (4) (2021)
Ming Gu, Chi-Jie Lu, Tian-Shyug Lee, Mingchih Chen, Chih-Kuang Liu, Ching-Lin Chen
Prevalence and Risk Factors of Metabolic Syndrome among the Homeless in Taipei City: A Cross-Sectional Study. International journal of environmental research and public health 18 (4) (2021)
Che-Cheng Chang, Jiann-Horng Yeh, Yen-Ming Chen, Mao-Jhen Jhou, Chi-Jie Lu
Clinical Predictors of Prolonged Hospital Stay in Patients with Myasthenia Gravis: A Study Using Machine Learning Algorithms. Journal of clinical medicine 10 (19) (2021)
Tzu-En Wu, Hsin-An Chen, Mao-Jhen Jhou, Yen-Ning Chen, Ting-Jen Chang, Chi-Jie Lu
Evaluating the Effect of Topical Atropine Use for Myopia Control on Intraocular Pressure by Using Machine Learning. Journal of clinical medicine 10 (1) (2020)
Chi-Chieh Hsu, Ming Gu, Tian-Shyug Lee, Chi-Jie Lu
The Effects of Daily Sleep Condition on Performances of Physical Fitness among Taiwanese Adults: A Cross-Sectional Study. International journal of environmental research and public health 17 (6) (2020)
Chin-Chuan Shih, Chi-Jie Lu, Gin-Den Chen, Chi-Chang Chang
Risk Prediction for Early Chronic Kidney Disease: Results from an Adult Health Examination Program of 19,270 Individuals. International journal of environmental research and public health 17 (14) (2020)
Wensheng Dai, Jui-Yu Wu, Chi-Jie Lu
Applying different independent component analysis algorithms and support vector regression for IT chain store sales forecasting. TheScientificWorldJournal 2014 (2014)
Chi-Jie Lu, Chi-Chang Chang
A hybrid sales forecasting scheme by combining independent component analysis with K-means clustering and support vector regression. TheScientificWorldJournal 2014 (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chi-Jie Lu