Recent Publications

Recent publications are listed here.

Publications

  • Tsai, M.-C.; Lojanapiwat, B.; Chang, C.-C.; Noppakun, K.; Khumrin, P.; Li, S.-H.; Lee, C.-Y.; Lee, H.-C.; Khwanngern, K. Risk Prediction Model for Chronic Kidney Disease in Thailand Using Artificial Intelligence and SHAP. Diagnostics 2023, 13, 3548. https://doi.org/10.3390/diagnostics13233548
  • Chu YW, Chang CC. Editorial: Using physical & genomics markers for smart therapy via expert systems with computer learning. Front Genet. 2023 Nov 28;14:1336399. doi: 10.3389/fgene.2023.1336399. PMID: 38090152; PMCID: PMC10715404.
  • Lee, H.-C.; Lin, T.-C.; Chang, C.-C.; Lu, Y.-C.A.; Lee, C.-M. (2022, Dec). Clinical Risk Factors Prediction for Second Primary Skin Cancer: A HospitalBased Cancer Registry Study. Appl. Sci. , 2022, 12(24), 12520
  • Tian-Fu Lee, Xiucai Ye, Wei-Yu Chen and Chi-Chang Chang*.Enhanced Authenticated Key Agreement for Surgical Applications in a Tactile Internet Environment.Sensors 2022, 22(20), 7941; https://doi.org/10.3390/s22207941
  • Chan, Chien-Lung, and Chi-Chang Chang. 2022. "Big Data, Decision Models, and Public Health" International Journal of Environmental Research and Public Health 19, no. 14: 8543. https://doi.org/10.3390/ijerph19148543
  • Huang L, Hu SW, Lu CJ, Chi-Chang Chang, Chen GD, Ng SC. The three-year evolution of overactive bladder syndrome in community-dwelling female residents aged 40 years and above. Taiwan J Obstet Gynecol. 2022;61(3):479-484.
  • H-Y Kao, Chi-Chang Chang*, C-F Chang*, Y-C Chen, Chalong Cheewakriangkrai, Y-L Tu Associations between sex and risk factors for predicting chronic kidney disease. Int J Environ Res Public Health. 2022, 19, 1219. (SCI; SSCI)
  • H-H Liao, Chi-Chang Chang*, Y-X Wang, Chalong Cheewakriangkrai Predicting the risk factors of second primary cancer in patients with hepatocellular carcinoma. Studies in health technology and informatics, 289, 93-96, 2022. (MEDLINE/PubMed)
  • T-F Lee, T-L Gao, Chi-Chang Chang* Constructing a secure encryption and secret sharing mechanism for Taiwan biobank of a medical center, Journal of Technology, 2022, Vol.37,No.3,pp.211-224. (EI)
  • Chi-Chang Chang*, Chi-Jie Lu. Preface for the Special Issue on Measuring Quality Improvement in Healthcare, Journal of Quality, 2022, 29(3), 177-179. (EI)
  • Ying-Hui Yu, Chin-Fang Chang, Chi-Chang Chang*, Chalong Cheewakriangkrai Factors influencing recurrence of colorectal cancer after Chemotherapy. Journal of Quality, 2022, 29(3), 235-249. (EI)
  • C-C Shih, S-H Chen, G-D Chen, Chi-Chang Chang*, Y-L Shih Development of a Longitudinal Diagnosis and Prognosis in Patients with Chronic Kidney Disease: Intelligent Clinical Decision-making Scheme. Int J Environ Res Public Health. 2021, 18, 12807. (SCI; SSCI)
  • Chi-Chang Chang*, T-H Huang, P-W Shueng, S-H Chen, C-C Chen, C-J Lu, Y-J Tseng Developing a Stacked Ensemble-based Classification Scheme to Predict Second Primary Cancers in Head and Neck Cancer Survivors. Int J Environ Res Public Health. 2021, 18, 12499. (SCI; SSCI)
  • H-H Liao, Chi-Chang Chang*, Y-X Wang, Chalong Cheewakriangkrai Predicting the risk factors of second primary cancer in patients with hepatocellular carcinoma. Studies in health technology and informatics, 289, 93-96, 2022. (MEDLINE/PubMed)
  • H-Y Kao, Chi-Chang Chang*, C-F Chang*, Y-C Chen, Chalong Cheewakriangkrai, Y-L Tu Associations between sex and risk factors for predicting chronic kidney disease. Int J Environ Res Public Health. 2021. (SCI; SSCI)
  • Chi-Chang Chang, Chen CC, Cheewakriangkrai C, Chen YC, Yang SF. Risk Prediction of Second Primary Endometrial Cancer in Obese Women: A Hospital-Based Cancer Registry Study. Int J Environ Res Public Health. 2021 Aug 26;18(17):8997. (SCI; SSCI)
  • Chi-Chang Chang*, Chi-Jie Lu. Preface for the Special Issue on Measuring Quality Improvement in Healthcare, Journal of Quality,2022, 29(3), 177-179. (EI)
  • Ying-Hui Yu, Chin-Fang Chang, Chi-Chang Chang*, Chalong Cheewakriangkrai Factors influencing recurrence of colorectal cancer after Chemotherapy. Journal of Quality, 2022, 29(3), 235-249. (EI)
  • Chien-Lung Chan, Chi-Chang Chang* (2020, Sep). Big Data, Decision Models, and Public Health. International Journal of Environmental Research and Public Health, 17(18):6723. (SCI)
  • Ching-Hsuan Chien, Chi-Chang Chang, Shih-Huan Lin, Chi-Wei Chen, Zong-Han Chang and Yen-Wei Chu* (2020,Sep). N-GlyCoGo: Predicting Protein N-glycosylation Sites on Imbalanced Data Sets by Using Heterogeneous and Comprehensive Strategy, IEEE Access. IEEE Access, vol. 8, 165944-165950, 2020, doi: 10.1109/ACCESS.2020.3022629.(SCI)
  • Chi-Chang Chang, Chi-Jie Lu, Chih-Te Yang* (2020,Sep). Multistage Supply Chain Production-Inventory Model with Collaborative Preservation Technology Investment, Scientia Iranica, 10.24200/SCI.2020.53357.3200.(SCI)
  • Chi-Chang Chang*, Chi-Jie Lu (2020, Aug). Preface for the Special Issue on Measuring Quality Improvement in Healthcare. Journal of Quality(EI), Vol.27, No.4. 3-5. (EI).
  • Chuen Chin, Wen-Chien Ting, Chi-Chang Chang*, Yi-Xiang Zhang (2020, Aug). Prediction of risk factors for Synchronous Colorectal Cancer in Patients with Colorectal Cancer. Journal of Quality(EI), Vol.27, No.4. 23-37. (EI).
  • Sun-Long Cheng, Chi-Chang Chang* (2020, Aug). Effect on the Quality of Life in Patients with Oral Cancer after Orthopedic Surgery:A Longitudinal Study. Journal of Quality (EI), Vol.27, No.4, 57-71. (EI).
  • Chin-Chuan Shih, Chi-jie Lu, Gin-Den Chen, Chi-Chang Chang*(2020,July). 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, 2020, 17(14), 4973; https://doi.org/10.3390/ijerph17144973 (SCI).
  • Kai-Po Chang, John Wang, Chi-Chang Chang* and Yen-Wei Chu (2020, May). Development of a Novel Tool for the Retrieval and Analysis of Hormone Receptor Expression Characteristics in Metastatic Breast Cancer via Data Mining on Pathology Reports. BioMed Research International, Volume 2020, Article ID 2654815. (SCI, 94/162, Biotechnology & Applied Microbiology).
  • Zi-Wei Wang, Chi-Chang Chang*, Quan Zou. (2020) COVID-19 Related Research by Data Mining in Single Cell Transcriptome Profiles[J]. Journal of Electronic Science and Technology.Vol. 18, 1-5, April 2020. doi: 10.11989/JEST.1674-862X.20224017.
  • Wen-Chien Ting, Horng-Rong Chang, Chi-Chang Chang* and Chi-Jie Lu (2020) Developing a Novel Machine Learning-Based Classification Scheme for Predicting SPCs in Colorectal Cancer Survivors, Applied Sciences, 2020, 10(4), 1355. (SCI)
  • Chi-Chang Chang* and Ssu-Han Chen (2019). Developing a Novel Machine Learning-based Classification Scheme for Predicting SPCs in Women with Breast Cancer, Frontiers in Genetics, 2019, 10:848. doi: 10.3389/fgene.2019.00848. (SCI)
  • Jone-Han Liu, Chi-Chang Chang, Chi-Wei Chen, Li-Ting Wong, Yen-Wei Chu* (2019). Conservation region finding for influenza a viruse by machine learning methods of N-linked glycosylation sites and B-cell epitopes, Mathematical Biosciences Volume 315, September 2019, 108217 (SCI).
  • Lei Xu, Changrui Liao, Gin-Den Chen and Chi-Chang Chang* (2019). k-skip-n-gram-RF: A Random Forest based Method for Alzheimer’s Disease Protein Identification, Frontiers in Genetics, 2019, doi: 10.3389/fgene.2019.00033 (SCI).
  • Jehn-Hwa Kuo, Chi-Chang Chang*, Chi-Wei Chen, Heng-Hao Liang, Chih-Yen Chang, Yen-Wei Chu* (2019). Sequence-Based Structural B-cell Epitope Prediction by Using Two Layer SVM Model and Association Rule Features. Current Bioinformatics, 15(3), 246-252. (SCI).
  • Yu-Ting Chen, Chi-Chang Chang, Chi-Wei Chen, Kuan-Chun Chen, Yen-Wei Chu (2019). MADS-Box Gene Classification in Angiosperms by Clustering and Machine Learning Approaches. Frontiers in Genetics, 2019(9), Article 707 (SCI).
  • Lei Xu, Guangmin Liang, Changrui Liao, Gin-Den Chen and Chi-Chang Chang* (2018) An Efficient Classifier for Alzheimer’s Disease Genes Identification, Molecules 2018, 23(12), 3140; doi: 10.3390/molecules23123140. (SCI)
  • Chi-Chou Huang, Chi-Chang Chang, Chi-Wei Chen, Shao-yu Ho, Hsung-Pin Chang, Yen-Wei Chu* (2018). PClass: Protein Quaternary Structure Classification by Using Bootstrapping Strategy as Model Selection, Genes, Vol. 9, No. 2, pii: E91. doi: 10.3390/genes9020091 (SCI)
  • Chi-Chang Chang and Chi-Jie Lu (2018). Preface for the Special Issue on Computational Intelligence Technologies Meets Medical informatics. Journal of Quality, Vol. 25, No. 3, pp. 141-142. (EI).
  • Wen-Chien Ting, Yen-Chiao (Angel) Lu, Chi-Jie Lu, Chalong Cheewakriangkrai, Chi-Chang Chang * (2018). Recurrence Impact of Primary Site and Pathologic Stage in Patients Diagnosed with Colorectal Cancer. Journal of Quality, Vol. 25, No. 3, pp. 166-184. (EI).
  • Jehn-Hwa Kuo, Chi-Chang Chang, Chi-Wei Chen, Heng-Hao Liang, Chih-Yen Chang, Yen-Wei Chu (2018). Sequence-Based Structural B-cell Epitope Prediction by Using Two Layer SVM Model and Association Rule Features. Current Bioinformatics. (Accepted). (SCI).
  • Chi-Wei Chen, Chi-Chang Chang, Hui-Chih Hung, Shao-yu Ho, Hsung-Pin Chang and Yen-Wei Chu* (2018). Constructing Feature Models for Citrullination Sites Prediction. Journal of Quality, Vol. 25, No. 3, pp. 185-195. (EI).
  • Huan-Cheng Chang, Pin-Hsiang Chang, Sung-Chin Tseng, Chi-Chang Chang (2018). A comparative analysis of data mining techniques for prediction of postprandial blood glucose: A Cohort Study. International Journal of Management, Economics and Social Sciences, Vol. 7(S1), pp.132-141. (EI).
  • Chih-Jen Tseng, Chi-Chang Chang*, Chi-Jie Lu (2017, Jul). Integration of ensemble learning and data mining techniques to predict risk factors for recurrent ovarian cancer. Artificial Intelligence in Medicine, 78 (2017) 47-54. (SCI)
  • Chi-Chang Chang, Chi-Jie Lu, and Chalong Cheewarkriangkrai (2017, Dec). Preface for the Special Issue on Computational Intelligence Technologies Meets Medical informatics. Journal of Computing Science and Engineering, vol. 11, no. 4, pp.109-110. (EI).
  • Sunanda Das, Chi-Chang Chang, Asit Kumar Das*, Arka Ghosh (2017, Dec). Feature Selection based on Bi-objective Differential Evolution. Journal of Computing Science and Engineering, vol. 11, no. 4, pp.130- 141. (EI).
  • Chih-Cheng Sun, Chi-Chang Chang* (2017) Multiple primary malignant neoplasms: Results from a 5- Year Retrospective Analysis in a Metropolitan Hospital, Formosan Journal of Surgery, Vol. 50, No. 6, pp. 209-214.
  • Sun-Long Cheng, Hsien-Hua Liao, Pei-Wei Shueng, Hsi-Chieh Lee, Chalong CHEEWAKRIANGKRAI and Chi-Chang Chang (2017). Exploring Oral Cancer Patients" Preference in Medical Decision Making and Quality of Life. Studies in Health Technology and Informatics, 32-35. (MEDLINE/PubMed)
  • Hsien-Hua Liao, Sun-Long Cheng, Pei-Wei Shueng, Hsi-Chieh Lee, Chalong CHEEWAKRIANGKRAI and Chi-Chang Chang (2017). Decisional Conflict in Work-Related Hand Trauma Patients. Studies in Health Technology and Informatics, 40-43. (MEDLINE/PubMed)
  • Yu-Ju Lin, Chiu- Hsiang Lee, Chi-Chang Chang* (2016). Evaluation of a Video-Based Intervention to Promote Condom Use Among College Students in Taiwan. Studies in health technology and informatics, 101-104. (MEDLINE/PubMed)
  • Fang-Ching Liu and Chi-Chang Chang* (2016). Model-Based Individualized Treatment of Chronic Granulomatous Disease. Studies in health technology and informatics, 71-74. (MEDLINE/PubMed)
  • H.H. Liao, S.L. Cheng, Chi-Chang Chang*, C.H. Lin, F.C. Liu,?C.S. Cheng, (2016) Decisional trust and regret mediate the HRQL in work-related hand injury patients, European Psychiatry, Vol. 33, pp. s595-596. (SCI)
  • Chang Chi-Chang (2015) Shared Decision Making and Regret Plays Critical Roles of Posttraumatic Growth: a Longitudinal Study, Medical Decision Making, In Press. (SCI)
  • Chang Chi-Chang (2014) Understanding the Screening Behavior in Mothers and adolescent daughter's Human Papillomavirus vaccine uptake- the Transtheoretical model, International Journal of Health Sciences and Research, Vol. 4, No. 5, pp. 228-234.
  • Chang Chi-Chang, Wen-Chien Ting, Ting Teng, Che-Hsin Hsu (2014) Evaluating the Accuracy of ensemble learning approaches for Prediction on Recurrent Colorectal Cancer, International Journal of Engineering and Innovative Technology, Vol. 3, Issue 10, pp. 19-22.
  • Chang Chi-Chang (2014) Bayesian Decision Analysis for Recurrent Cervical Cancer, Open Journal of Clinical Diagnostics, Vol. 4, No. 2, pp. 71-76.
  • Chih-Kuang Chang, Chi-Chang Chang* (2014) Bayesian Imperfect Information Analysis for Clinical Recurrent Data, Therapeutics and Clinical Risk Management, Vol. 2015:11, pp. 17-26. (SCI)
  • Chi-Chang Chang* (2014) Developing the First Validity of Shared Medical Decision- Making Questionnaire in Taiwan, Global Journal of Medical Research, Vol. 14, Issue 2: 9-15.
  • Chi-Jie Lu, Chi-Chang Chang* (2014) A hybrid sales forecasting scheme by combining independent component analysis with k-means clustering and support vector regression, The Scientific World Journal, Vol. 2014, Article ID 624017 pp. 1-8. (SCI)
  • Chang Chi-Chang, Chih-Jen Tseng, Ting-Huan Chang*, Chiu-Hsiang Lee (2014, Nov). Bayesian Decision Analysis for Recurrent Ovarian Cancer. Wseas Transactions on Systems and Control, Vol. 9, Art. #56, pp. 540-546. (EI)
  • Chi-Chang Chang, Mei-Chen Chao, Kuo-Hsiung Liao*, Ching-Ya Huang (2013) Development of an Instrument to Measure International Health Tourism in Taiwan: A Customers" Perspective, Advances in Information Sciences and Service Sciences, Vol. 5, No. 9, pp. 242-248, 2013. (EI)
  • Chi-Chang Chang*, Chi-Jie Lu, Sun-Long Cheng and Kuo-Hsiung Liao (2013) Prediction of Recurrence in Patients with Cervical Cancer using MARS and Classification, International Journal of Machine Learning and Computing, Vol. 3, No. 1, pp. 75-78, February 2013. (EI)
  • Sun-Long Cheng, Chung-Chu Pan, Chang Chi-Chang* (2013) Factors affecting decisional conflict for patient with oral cancer, Advances in Information, Advances in Information Sciences and Service Sciences, Vol. 5, No. 5, pp. 914-920, March 2013. (EI)
  • Chih-Jen Tseng, Chi-Jie Lu, Chi-Chang Chang*, Gin-Den Chen (2013) Application of Machine Learning to Predict the Recurrence-Proneness for Cervical Cancer, Neural Computing and Applications, vol. 24, no. 6, pp. 1311-1316. (SCI)
  • Chi-Chang Chang, Kuo-Hsiung Liao (2013) Bayesian Sample-size Determination for Medical Decision Making, International Journal of Advancements in Computing Technology, Vol. 5, No. 8, pp. 1190-1197, 2013. (EI)
  • Chang Chi-Chang (2013) The effect on life quality of oral cancer patients after the orthopedic surgery, European Psychiatry, Volume 28, Supplement 1, 2013. (SCI)
  • Chang Chi-Chang, Kuo-Hsiung Liao* (2012) Understanding Behavioral Intent to Participate in Shared Decision-Making in Taiwan, Advances in Information Sciences and Service Sciences, Vol. 4, No. 23, pp. 717-726, 2012. (EI)
  • Chang Chi-Chang, Yu-Hung Cheng, Kuo-Hsiung Liao*, Chao-Hsing Hsu (2012) An Intuitionistic Fuzzy Measurement Approach to EMR Project under Risk Scenarios, Journal of Convergence Information Technology, Vol. 7, No. 20, pp. 102-107, 2012. (EI)
  • See-Chun To, Chang Chi-Chang* (2012) Evaluation of the Functional Result and Quality of Life after Orthopedic Surgery, Advances in Information Sciences and Service Sciences, Vol. 4, No. 20, pp. 570- 577, 2012. (EI)
  • Tzu-Rong Su, Chi-Chang Chang* (2011) "Exploring the Next Generation Healthcare Services on Patients" reference: A Cross-cultural Study", Advances in Information Sciences and Service Sciences, Vol. 3, No. 5, p. 139-147. (EI)
  • Chang Chi-Chang , Sun, P-R., Chen, G-D. (2010) "Developing a Risk Measurement Framework for Hospital Information Security Management", The Chung Shan Medical Journal, Vol. 21(4), p. 325- 340.
  • Wu, F. Sun, P-R.* and Chang Chi-Chang (2011) "Apply Influence Diagrams for Utility Analysis of Paying the Weight-Reducing Expenses: A Case Study in Taiwan", Journal of Medical Systems, Vol. 35, No. 1, p.105-111. (SCI)
  • Chi-Chang Chang*, K-H Liao (2011) "Parameters Optimization based on Entropy Weight and Triangular Fuzzy Number", International Journal of Engineering and Industries, Vol. 2, No. 2, p. 62- 75. (EI)
  • Chang Chi-Chang*, K-H Liao, Y-F Chen (2011) "Evaluating the ISO/IEC 27001 with Experts' Knowledge for Taiwanese Medical Center", Journal of Convergence Information Technology, Vol. 6, No. 10, p. 63-70. (EI)
  • Chang Chi-Chang (2010) "Measuring Taiwanese Patients" Readiness for Involvement in Medical Decision-making", Medical Decision Making, Vol. 30(2), np. 67-68. (SCI)
  • Chang Chi-Chang, Li, Y-H. Lai, C-H. (2010) "A Study of Relationship on Patients" Satisfaction and Operational Performance Model for Primary Clinics", The Chung Shan Medical Journal, Vol. 21(3), p. 225-240.
  • Chang Chi-Chang, Sun, P-R. Li, Y-H. Liao, K-H. (2009) "An Integrated eGovernment Framework for Evaluation of Taiwan Motor Vehicles Driver System" Lecture Notes in Artificial Intelligence, Vol. 5736, p.437-451. (EI)
  • Chang Chi-Chang (2008) "Analyze the Relationship of Chronic Diseases Knowledge, Health Behavior and Health Beliefs in Older Adults - A Case Study for Hsinchu Area", Journal of Chung Jen, Vol. I, p. 13- 44.
  • Chang Chi-Chang (2008) "Analyze of the Relationship of Chronic Diseases Knowledge, Health Behavior and Health Beliefs in Older Adults - A Case Study for Taoyuan Area", Journal of Kango Ning, Vol. 10, p. 171- 196.
  • Chang Chi-Chang (2008) "Bayesian Value of Information Analysis with Linear, Exponential, Power law Failure Models for Aging Chronic Diseases", Journal of Computing Science and Engineering, Vol. 2, No. 2, p. 201-220. (EI)
  • Chang Chi-Chang, Cheng, C-S. (2007) "A Structural Design of Clinical Decision Support System for Chronic Diseases Risk Management", Central European Journal of Medicine, Vol. 2, No. 2, p.129- 139. (SCI)
  • Chang Chi-Chang, Chen, Y-F. (2007) "A study of Construction of Taiwan Healthcare Information Technical License Indicators using Interactive Expert's Questionnaire Investigation Method", Journal of HsinSheng, Vo. II, p. 213-242.
  • Chang Chi-Chang (2007) "The E-Hospital Website Measure Architecture Approach: Integrating Internal and External Customers' Needs in Information Delivery Services", Asian Journal of Health and Information Sciences, Vol. 2, Nos. 1-4, p. 116-131.
  • Chang Chi-Chang, Cheng, C.-S., and Huang, Y.-S. (2006) "A Web-Based Decision Support Systems for Chronic Diseases", Journal of Universal Computer Science, Vol.12, No.1, p.115-125. (SCI)
  • Chang Chi-Chang, Chen, Y-F., and Liao, K-S. (2006) "Analyze the Chronic Diseases Knowledge Gap in Older Adults - A Case Study for Small Area", Journal of HsinSheng, Vol. 1, No. 1, p. 375 - 398.
  • Chang Chi-Chang, Cheng, C.-S. (2006) "A Bayesian Decision Process with Fuzzy Interpretability for Aging Chronic Disease", International Journal of Technology Management, Vol. 40, Nos. 1/2/3, p.176-191. (SSCI)
  • Chen, C.-K., Cheng, H.-P., Chang Chi-Chang (2004) "Developing an ISO14000 Environmental Performance Evaluation System by Nominal Group Technique", Journal of Quality, Vol.10, No.2, p.27-50.
  • Huang, Y.-S., Chang Chi-Chang (2004) "A Study of Defuzzification with Experts" Knowledge for Deteriorating Repairable Systems", European Journal of Operational Research, Vol.157, No.3, pp.658-670. (SCI)
  • Chen, C.-K., Chang Chi-Chang (2003) "Reviews and Prospects the Action of Global Electronic Government", IE Magazine, Vol. I, No.2, p.27-39.
  • Chen, C.-K., Lin, D.-S., Chang Chi-Chang (2003) "Developing a Project Risk Management System for the Implementation of Information Technologies-An Empirical Study of the University Nationwide Edocument Project", Journal of Management & Systems, Vol.10, No.3, p.303-328. (EI)