Publication

Refereed Journals and Transactions

  1. Suiyao Chen, Lu Lu, Qiong Zhang, Mingyang Li, "Optimal Binomial Reliability Demonstration Tests Design Under Acceptance Decision Uncertainty", Quality Engineering, Vol. 22, No. 3, pp. 492–508, June 2020 [PDF1] [PDF2] [Demo][Package_R][Package_Python]

  2. Suiyao Chen, Nan Kong, Xuxue Sun, Hongdao Meng, Mingyang Li, "Claims Data-driven Modeling of Hospital Time-to-Readmission Risk with Latent Heterogeneity", Health Care Management Science, pp.1-24, 2018. [PDF1] [PDF2] [Demo]

  3. Suiyao Chen⁠, Lu Lu⁠, Yisha Xiang⁠, Qing Lu⁠, Mingyang Li⁠, "A Data Heterogeneity Modeling and Quantification Approach for Field Pre-assessment of Chloride-induced Corrosion in Aging Infrastructures", Reliability Engineering and System Safety, Vol. 171, pp. 123–135, March 2018. [PDF1] [PDF2] [Demo]

  4. Suiyao Chen, Lu Lu, Mingyang Li, "Multi-state Reliability Demonstration Tests", Quality Engineering, Vol. 29, No. 3, pp. 431–445, July 2017. [PDF1] [PDF2] [Demo][Package_R][Package_Python]

Peer-Reviewed Conference Proceedings

  1. Suiyao Chen, William D. Kearns, James L. Fozard, Mingyang Li, "Personalized Fall Risk Assessment for Long-term Care Service Improvement", IEEE Annual Proceedings in Reliability and Maintainability Symposium (RAMS), January 23-26, 2017. [PDF1] [PDF2] [Demo]

Presentations and Talks

  1. "Physical and Cognitive Outcomes Modeling of a Heterogeneous Population of Older Adults: A Bayesian Non-parametric Approach", presented at INFORMS Annual Conference in Anaheim, California, October 24-27, 2021

  2. "A Bayesian Nonparametric Approach to Modeling Multi-dimensional and Heterogeneous Disability Progression of Older Adults", presented at INFORMS Annual Conference in Seattle, Washington, October 20-23, 2019 [slides]

  3. "Multi-objective Optimal Design for Multi-state Reliability Demonstration Test", presented at INFORMS Annual Conference in Seattle, Washington, October 20-23, 2019 [slides]

  4. "Demonstration Test Plans Considering Multiple Objectives", presented at 11th International Conference on Mathematical Methods in Reliability, Hong Kong, June 3-7, 2019

  5. "Multi-functional Degradation Modeling of Heterogeneous Aging Population", presented at IISE Annual Conference in Orlando, Florida, May 18-21, 2019 [slides]

  6. "Optimal Design Of Reliability Demonstration Tests With Risk-adjusted Costs", presented at INFORMS Annual Conference in Phoenix, Arizona, November 4-7, 2018 [slides]

  7. "New Developments on Binomial Demonstration Test Plans", presented at Joint Research Conference, Santa Fe, New Mexico, June 11-14, 2018

  8. "Multi-state Reliability Demonstration Tests", presented at INFORMS Annual Conference in Houston, Texas, October 22-25, 2017 [slides]

  9. "Bayesian Fall Risk Assessment For Older Adults In Assisted Living Facilities", presented at INFORMS Annual Conference in Houston, Texas, October 22-25, 2017 [slides]

  10. "Hospital Time-to-readmission Risk Modeling With Latent Heterogeneity", presented at INFORMS Annual Conference in Houston, Texas, October 22-25, 2017 [slides]

  11. "Design and Planning of Bayesian Multi-state Reliability Demonstration Testing", presented at IISE Annual Conference & Expo 2017, Pittsburgh, PA, May 20-23, 2017

  12. "Personalized Fall Risk Assessment for Long-term Care Service Improvement", poster section at Florida Business Analytics Forum, Tampa, FL, April 4, 2017

  13. "Personalized Fall Risk Assessment for Long-term Care Service Improvement", poster competition at 9th annual Graduate Student Research Symposium, University of South Florida, Tampa, FL, March 20, 2017

  14. "Personalized Fall Risk Assessment for Long-term Care Service Improvement", IEEE Annual Proceedings in Reliability and Maintainability Symposium (RAMS), Orlando, FL, January 23-26, 2017

  15. "A Data-driven Heterogeneity Quantification Approach for Chloride Ingress Profiles of Aging Marine Infrastructures", presented at INFORMS Annual Conference in Nashville, Tennessee, November 13-16, 2016 [slides]

Peer Review Services

  1. "Reliability Analysis of Mud Circulation System of Semi-submersible Drilling Platform based on Multi-state Bayesian Network and Multi-source Information Fusion Method", International Journal of Naval Architecture and Ocean Engineering, October, 2021

  2. "Scheduling Business Faculty for Lunch and Dinner Meetings with Candidates during Campus Visits", International Journal of Data Science, October, 2021

  3. "Classification of Patients with Chronic Disease by Activation Level Using Machine Learning Methods", Health Care Management Science, September, 2021

  4. "Open Data Resources on COVID-19 in Six European Countries: Issues and Opportunities", International Journal of Environmental Research and Public Health, August, 2021

  5. "Spatial Spillover Effects of Air Pollution on the Health Ex-2 penditure of Rural Residents: Based on Spatial Dubin Model", International Journal of Environmental Research and Public Health, June, 2021

  6. "Exploring the implications of doctors’characteristics on the development of patients’medical demands", Health Care Management Science, April, 2021

  7. "Optimizing Household Water Decisions for Managing Intermittent Water Supply in Mexico City", Environmental Science & Technology, February, 2021

  8. "An unsupervised two-stage model for fraud detection in health insurance claims", Health Care Management Science, February, 2021

  9. "Total health expenditure and its driving factors in China: a gray theory analysis", Healthcare, January, 2021

  10. "Beyond patient-sharing: Comparing physician- and patient-induced networks", Health Care Management Science, January, 2021

  11. "Leveraging electronic health record data to inform hospital resource management: A systematic data mining approach", Health Care Management Science, December, 2020

  12. "A bi-objective home health care routing and scheduling model with considering nurse downgrading costs", International Journal of Environmental Research and Public Health, December, 2020

  13. "Hands-on Times, Adherence to Recommendations and Variance in Execution among Three Different CPR Algorithms: A Prospective Randomized Single-Blind Simulator-Based Trial", International Journal of Environmental Research and Public Health, October, 2020

  14. "In-hospital Patient Safety Events, Healthcare Costs and Utilization: An Analysis from the Incident Reporting System in an Academic Medical Center", Healthcare, August 2020

  15. "Association between area-level socioeconomic deprivation and prehospital delay in acute ischemic stroke patients: An ecological study", International Journal of Environmental Research and Public Health, July 2020

  16. "Leveraging electronic health record data to inform hospital resource management A systematic data mining approach", Health Care Management Science, July 2020

  17. "Design of Appropriate-technology-assisted Urine Tester Enabling Remote and Long-term Monitoring of Health Conditions", Sustainability, June 2020

  18. "ChECk the Hospital Cognitive Ergonomics Components for the Analysis of a Human-System Interaction in a Hospital Environment", The Design Collection, May 2020

  19. "IoT-Fog based Healthcare Framework to Identify and Control Hypertension Attack ", IEEE Internet of Things Journal, August 2018

  20. "A Healthcare Framework to Identify and Control Hypertension Attack Using Fog and Cloud Computing ," IEEE Internet of Things Journal, July 2018

Projects

  1. "Big Data and Data Fusion: Exploring EPA’s Air Quality Products and Remote Sensing Options with Cloud Computing", Industrial Math/Stat Modeling (IMSM) Workshop, Statistical and Applied Mathematical Sciences Institute (SAMSI), NCSU, Raleigh, NC, July 16-26, 2017 [PDF]