Major Research Fields:
Data Mining and Big Data Analytics:
Predictive Modelling;
Artificial Intelligence & Machine Learning;
Statistics & Stochastic Modelling;
Data Engineering.
Operational Research:
Optimisation;
Simulation;
Mathematical Modelling.
Research Focus Areas:
Predictive Modelling in Healthcare;
Predictive Modelling in Telematics;
Predictive Modelling in High-Performance Computing (HPC).
Vehicle Routing and Scheduling.
Mesgarpour, M., Chaussalet, T. & Chahed, S. (2019) Temporal Comorbidity-Adjusted Risk of Emergency Readmission (T-CARER): A tool for comorbidity risk assessment. Applied Soft Computing. Elsevier. [PDF][DOI] [Toolkit] [BibTex] .
Mesgarpour, M., Chaussalet, T. & Chahed, S. (2017) Ensemble Risk Model of Emergency Readmission (ERMER). International Journal of Medical Informatics. Elsevier. [PDF][DOI] [Toolkit] [BibTex] .
Mesgarpour, M., Chaussalet, T., Chahed, S. & Worrall, P. (2016) Predictive Risk Modelling for Integrated Care: a Review. Computer-Based Medical Systems (CBMS). 2016 IEEE 29th International Symposium on. [PDF] [DOI] [BibTex] .
Mesgarpour, M., Chaussalet, T. & Chahed, S. (2016) Risk Modelling Framework for Emergency Hospital Readmission, Using Hospital Episode Statistics Inpatient Data. Computer-Based Medical Systems (CBMS). 2016 IEEE 29th International Symposium on. [PDF] [DOI] [BibTex] .
Mesgarpour, B., Mesgarpour, M., Herkner, H. (2016) SensPrecOptimizer: A Software Tool that Combined Search Queries to Design Efficient Search Strategies. Journal of clinical epidemiology. Elsevier. [PDF] [DOI] [BibTex] .
Mesgarpour, M., Chaussalet, T. & Chahed, S. (2014) A Review of Dynamic Bayesian Network Techniques with Applications in Healthcare Risk Modelling. 4th Student Conference on Operational Research (Vol. 37, pp. 89-100). Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik. [PDF] [DOI] [BibTex] [PDF] .
Method of, and Apparatus for, Detection of Degradation on a Storage Resource Degradation on a Storage Resource (US20140359376A1 - Filed: 2013; Published: 2016) [PDF]
Mesgarpour, M. (2017) Predictive Risk Modelling of Hospital Emergency Readmission, and Temporal Comorbidity Index Modelling Using Machine Learning Methods. Ph.D. Thesis, University of Westminster, London, UK. [PDF] [Mirror PDF]
Supervisors: Prof. Thierry Chaussalet, and Dr. Salma Chahed.
Mesgarpour, M. (2010). Modelling and Programming a Vehicle Route Linking and Scheduling Problem. MS.c. Dissertation, University of Southampton, Southampton, UK. [PDF]
Supervisors: Prof. Chris Potts, Prof. Julia Bennell, and Dr. Nick Pearson.
Mesgarpour, M. (2008). A PHP Web Service Based Course Scheduler. B.Sc. Dissertation, Eastern Mediterranean University, Famagusta, North Cyprus.
Supervisor: Assoc. Prof. Zeki Bayram.
Chaussalet, T., Mesgarpour, M., Worrall, P. & Chahed, S. (2017) Emergency Readmission for Integrated Care (ERIC) Model - Using an Automated Feature Generation and a Multi-Task Learner. Operational Research Applied to Health Services (ORAHS) 2017, Spain - July 2017. [Link]
Mesgarpour, M., Chaussalet, T., Chahed, S. (2016) Ensemble Risk Model of Emergency Readmission (ERMER) to Hospital. The 42nd Young Statisiticians Meeting (YSM) 2016, London - Aug 2016. [Presentation Slides]
Chaussalet, T., Mesgarpour, M., Chahed, S. & Worrall, P. (2016) Risk Modelling Framework for Emergency Hospital Readmission, Using Inpatient Data. Operational Research Applied to Health Services (ORAHS) 2016, Spain - July 2016.
Chaussalet, T., Mesgarpour, M. & Chahed, S.(2016) Exploring Predictive risk models for integrated care: insights and challenges. Operational Research Applied to Health Services (ORAHS) 2016, Spain - July 2016.
Mesgarpour, M., Chaussalet, T., Chahed, S. & Worrall, P. (2016) Predictive Risk Modelling for Integrated Care: a Review, Using Hospital Episode Statistics Inpatient Data. 29th International Symposium on Computer-Based Medical Systems (CBMS) 2016, Ireland - June 2016. [Link]
Mesgarpour, M., Chaussalet, T. & Chahed, S. (2016) Risk Modelling Framework for Emergency Hospital Readmission, Using Hospital Episode Statistics Inpatient Data. 29th International Symposium on Computer-Based Medical Systems (CBMS) 2016, Ireland - June 2016. [Link]
Mesgarpour, M., Chaussalet, T. & Chahed, S. (2015) Predictive Risk Modelling of Hospital Readmission Using a Bayes Point Machine Classifier. Euro-Mini 2015: Improving Healthcare: New Challenges, New Approaches, University of Coimbra, Portugal - March 2015.
Mesgarpour, M., Chaussalet, T. & Chahed, S. (2014) A Review of Dynamic Bayesian Network Techniques with Application in Healthcare Risk Modelling. 4th Student Conference on Operational Research, Nottingham University, Nottingham, UK - May 2014. [Link]
Mesgarpour, M., Chaussalet, T. & Chahed, S. (2016) T-CARER: Temporal-Comorbidity Adjusted Risk of Emergency Readmission, Using Hospital Inpatient Data, Operational Research Applied to Health Services (ORAHS) 2016, Spain - July 2016. [PDF Poster]
Mesgarpour, M., Chaussalet, T. & Chahed, S. (2016) Temporal-Comorbidity Adjusted Risk of Emergency Readmission (T-CARER), 8th IMA Conference on Quantitative Modelling in the Management Of Health and Social Care, UK - March 2016.
Thierry Chaussalet, Philp Worrall, Salma Chahed and Mesgarpour, M. (2016) A Review of Predictive Risk Modelling for Integrated Care, 8th IMA Conference on Quantitative Modelling in the Management Of Health and Social Care, UK - March 2016.
Mesgarpour, M., Chaussalet, T. & Chahed, S. (2015) Predictive Risk Modelling of Hospital Readmission Using a Bayes Point Machine Classifier, Postgraduate Fair, University of Westminster, UK - April 2015.
Mesgarpour, M., Chaussalet, T. & Chahed, S. (2014) A Review of Applications of Dynamic Bayesian Networks Techniques in Healthcare Predictive Risk Modelling, Postgraduate Fair, University of Westminster, UK - March 2014.
Mesgarpour, M., Ghazo, M. (2012) Predictive Failure Mode, Predictive Failure Project, Xyratex, UK - October 2012.
Mesgarpour, M. (2011) Quantity of the Scientific Publications vs. Citations, MATH6006 - Statistical Methods, University of Southampton, UK - April 2011.