Thierry J. Chaussalet

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 24

Top Topics

Machine Learning

Contextual Factors

Electronic Health Records

Top Venues

Int. J. Medical Informatics

Publications

Rolf B. Bänziger, Artie Basukoski, Thierry J. Chaussalet
Discovering Process Models from Patient Notes. ICCS (3) (2023)
Nodira Nazyrova, Salma Chahed, Miriam V. Dwek, Stephen J. Getting, Thierry J. Chaussalet
Discovering Drug-Drug Interactions Using Association Rule Mining from Electronic Health Records. INISTA (2023)
Nichalini Kandasamy, Thierry J. Chaussalet, Artie Basukoski
A Conceptual Framework to Predict Disease Progressions in Patients with Chronic Kidney Disease, Using Machine Learning and Process Mining. ICIMTH (2023)
Masoumeh Vali, Khodakaram Salimifard, Amir H. Gandomi, Thierry J. Chaussalet
Care process optimization in a cardiovascular hospital: an integration of simulation-optimization and data mining. Ann. Oper. Res. 318 (1) (2022)
K. Smera Premkumar, Anastassia Angelopoulou, Epaminondas Kapetanios, Thierry J. Chaussalet, D. Jude Hemanth
Super-Resolution Convolutional Network for Image Quality Enhancement in Remote Photoplethysmography Based Heart Rate Estimation. ICCS (3) (2022)
Nodira Nazyrova, Thierry J. Chaussalet, Salma Chahed
Machine Learning Models for Predicting 30-Day Readmission of Elderly Patients Using Custom Target Encoding Approach. ICCS (3) (2022)
K. T. Dilna, J. Anitha, Anastassia Angelopoulou, Epaminondas Kapetanios, Thierry J. Chaussalet, D. Jude Hemanth
Classification of Uterine Fibroids in Ultrasound Images Using Deep Learning Model. ICCS (3) (2022)
Masoumeh Vali, Khodakaram Salimifard, Amir H. Gandomi, Thierry J. Chaussalet
Application of job shop scheduling approach in green patient flow optimization using a hybrid swarm intelligence. Comput. Ind. Eng. 172 (Part) (2022)
Niyi Ogunbiyi, Artie Basukoski, Thierry J. Chaussalet
Incorporating spatial context into remaining-time predictive process monitoring. SAC (2021)
Mahmoud Aldraimli, Daniele Soria, Diana Grishchuck, Samuel Ingram, Robert Lyon, Anil Mistry, Jorge Oliveira, Robert Samuel, Leila E. A. Shelley, Sarah Osman, Miriam V. Dwek, David Azria, Jenny Chang-Claude, Sara Gutiérrez-Enríquez, Maria Carmen De Santis, Barry S. Rosenstein, Dirk De Ruysscher, Elena Sperk, R. Paul Symonds, Hilary Stobart, Ana Vega, Liv Veldeman, Adam Webb, Christopher J. Talbot, Catharine M. West, Tim Rattay, Thierry J. Chaussalet
A data science approach for early-stage prediction of Patient's susceptibility to acute side effects of advanced radiotherapy. Comput. Biol. Medicine 135 (2021)
Niyi Ogunbiyi, Artie Basukoski, Thierry J. Chaussalet
Investigating the Diffusion of Workload-Induced Stress - A Simulation Approach. Inf. 12 (1) (2021)
Sanjib Raj Pandey, Alan Smith, Edmund Nigel Gall, Ajay Bhatnagar, Thierry J. Chaussalet
A Conceptual Framework to Predict Mental Health Patients' Zoning Classification. ICIMTH (2021)
Niyi Ogunbiyi, Artie Basukoski, Thierry J. Chaussalet
Comparative analysis of clustering-based remaining-time predictive process monitoring approaches. Int. J. Bus. Process. Integr. Manag. 10 (3/4) (2021)
Mahmoud Aldraimli, Nodira Nazyrova, Abdumalik Djumanov, Ikboljon Sobirov, Thierry J. Chaussalet
A Comparative Machine Learning Modelling Approach for Patients' Mortality Prediction in Hospital Intensive Care Unit. BioInfoMed (2020)
Niyi Ogunbiyi, Artie Basukoski, Thierry J. Chaussalet
Investigating Social Contextual Factors in Remaining-Time Predictive Process Monitoring - A Survival Analysis Approach. Algorithms 13 (11) (2020)
Tahmina Zebin, Thierry J. Chaussalet
Design and implementation of a deep recurrent model for prediction of readmission in urgent care using electronic health records. CIBCB (2019)
Mohsen Mesgarpour, Thierry J. Chaussalet, Salma Chahed
Temporal Comorbidity-Adjusted Risk of Emergency Readmission (T-CARER): A tool for comorbidity risk assessment. Appl. Soft Comput. 79 (2019)
Fang He, Thierry J. Chaussalet, Rong Qu
Modelling The Home Health Care Nurse Scheduling Problem For Patients With Long-Term Conditions In The UK. ECMS (2019)
Tahmina Zebin, Shahadate Rezvy, Thierry J. Chaussalet
A deep learning approach for length of stay prediction in clinical settings from medical records. CIBCB (2019)
Rolf Banziger, Artie Basukoski, Thierry J. Chaussalet
Discovering Business Processes in CRM Systems by Leveraging Unstructured Text Data. HPCC/SmartCity/DSS (2018)
Mohsen Mesgarpour, Thierry J. Chaussalet, Salma Chahed
Corrigendum to "Ensemble Risk Model of Emergency Admissions (ERMER)"[Int. J. Med. Inf. 103 (2017) 65-77]. Int. J. Medical Informatics 108 (2017)
Mohsen Mesgarpour, Thierry J. Chaussalet, Salma Chahed
Ensemble Risk Model of Emergency Admissions (ERMER). Int. J. Medical Informatics 103 (2017)
Mohsen Mesgarpour, Thierry J. Chaussalet, Salma Chahed
Risk Modelling Framework for Emergency Hospital Readmission, Using Hospital Episode Statistics Inpatient Data. CBMS (2016)
Mohsen Mesgarpour, Thierry J. Chaussalet, Philip Worrall, Salma Chahed
Predictive Risk Modelling for Integrated Care: A Structured Review. CBMS (2016)
Md. Asaduzzaman, Thierry J. Chaussalet
Capacity planning of a perinatal network with generalised loss network model with overflow. Eur. J. Oper. Res. 232 (1) (2014)
Mohsen Mesgarpour, Thierry J. Chaussalet, Salma Chahed
A Review of Dynamic Bayesian Network Techniques with Applications in Healthcare Risk Modelling. SCOR (2014)
Anthony Virtue, Thierry J. Chaussalet, John Kelly
Healthcare planning and its potential role increasing operational efficiency in the health sector: A viewpoint. J. Enterp. Inf. Manag. 26 (1) (2013)
Manisha Rathi, Thierry J. Chaussalet
Risk prediction model using fuzzy regression method for predicting unplanned hospital admissions. SysCon (2013)
Shola Adeyemi, Eren Demir, Thierry J. Chaussalet
Towards an evidence-based decision making healthcare system management: Modelling patient pathways to improve clinical outcomes. Decis. Support Syst. 55 (1) (2013)
Philip Worrall, Thierry J. Chaussalet
Forecasting long-term care demand with incomplete information: A grey modelling approach. CBMS (2012)
Eren Demir, Salma Chahed, Thierry J. Chaussalet, Sam Toffa, Farid Fouladinajed
A Decision Support Tool for Health Service Re-design. J. Medical Syst. 36 (2) (2012)
Eren Demir, Thierry J. Chaussalet, Shola Adeyemi, Sam Toffa
Profiling hospitals based on emergency readmission: A multilevel transition modelling approach. Comput. Methods Programs Biomed. 108 (2) (2012)
Anthony Virtue, John Kelly, Thierry J. Chaussalet
Using simplified discrete-event simulation models for health care applications. WSC (2011)
Muhammad Saiful Islam, Thierry J. Chaussalet, Nazmiye Ozkan, Salma Chahed, Eren Demir, Christophe Sarran
The impact of temperature disparity on emergency readmissions and patient flows. CBMS (2011)
Shola Adeyemi, Thierry J. Chaussalet, Eren Demir
Nonproportional random effects modelling of a neonatal unit operational patient pathways. Stat. Methods Appl. 20 (4) (2011)
Sabina Redzanovic, Panagiotis Chountas, Thierry J. Chaussalet, Farid Fouladinejad, Mohamed Tadjer
Data warehousing based architecture for the reporting of the NHS primary care prescribing. CBMS (2011)
Md. Asaduzzaman, Thierry J. Chaussalet
A Generalized Loss Network Model with Overflow for Capacity Planning of a Perinatal Network CoRR (2011)
Philip Worrall, Thierry J. Chaussalet
Development of a web-based system using the model view controller paradigm to facilitate regional long-term care planning. CBMS (2011)
Md. Asaduzzaman, Thierry J. Chaussalet, Nicola J. Robertson
A loss network model with overflow for capacity planning of a neonatal unit. Ann. Oper. Res. 178 (1) (2010)
Erich Teichmann, Eren Demir, Thierry J. Chaussalet
Data preparation for clinical data mining to identify patients at risk of readmission. CBMS (2010)
Muhammad Saiful Islam, Thierry J. Chaussalet, Nazmiye Ozkan, Eren Demir
An approach to exploring the effect of weather variations on chronic disease incidence rate and potential changes in future health systems. CBMS (2010)
Eren Demir, Thierry J. Chaussalet
A systematic approach in defining readmission. CBMS (2009)
Shola Adeyemi, Thierry J. Chaussalet
A Random Effects Sensitivity Analysis for Patient Pathways Model. CBMS (2008)
Brijesh Patel, Thierry J. Chaussalet, Peter H. Millard
Balancing the NHS balanced scorecard! Eur. J. Oper. Res. 185 (3) (2008)
Eren Demir, Thierry J. Chaussalet, Haifeng Xie, Peter H. Millard
Emergency Readmission Criterion: A Technique for Determining the Emergency Readmission Time Window. IEEE Trans. Inf. Technol. Biomed. 12 (5) (2008)
Md. Asaduzzaman, Thierry J. Chaussalet
Modelling and Performance Measure of a Perinatal Network Centre in the United Kingdom. CBMS (2008)
Eren Demir, Thierry J. Chaussalet, Haifeng Xie
Determining Readmission Time Window Using Mixture of Generalised Erlang Distribution. CBMS (2007)
Shola Adeyemi, Thierry J. Chaussalet, Haifeng Xie, Peter H. Millard
Patients Flow: A Mixed-Effects Modelling Approach to Predicting Discharge Probabilities. CBMS (2007)
Haifeng Xie, Thierry J. Chaussalet, Wayne A. Thompson, Peter H. Millard
A simple graphical decision aid for the placement of elderly people in long-term care. J. Oper. Res. Soc. 58 (4) (2007)
Haifeng Xie, Thierry J. Chaussalet, Mike Rees
A Semi-open Queueing Network Approach to the Analysis of Patient Flow in Healthcare Systems. CBMS (2007)
Eren Demir, Thierry J. Chaussalet, Haifeng Xie, Peter H. Millard
A Method for Determining an Emergency Readmission Time Window for Better Patient Management. CBMS (2006)
Nicolae B. Szirbik, Christine Pelletier, Thierry J. Chaussalet
Six methodological steps to build medical data warehouses for research. Int. J. Medical Informatics 75 (9) (2006)
Haifeng Xie, Thierry J. Chaussalet, Peter H. Millard
A Model-Based Approach to the Analysis of Patterns of Length of Stay in Institutional Long-Term Care. IEEE Trans. Inf. Technol. Biomed. 10 (3) (2006)
Haifeng Xie, Thierry J. Chaussalet, Sam Toffa, Peter Crowther
A software tool to aid long-term care budget planning at local authority level. Int. J. Medical Informatics 75 (9) (2006)
Anthony Codrington-Virtue, Thierry J. Chaussalet, Peter H. Millard, Paul Whittlestone, John Kelly
A System for Patient Management Based Discrete-Event Simulation and Hierarchical Clustering. CBMS (2006)
Thierry J. Chaussalet, Lodewijk Bos
The ICMCC second conference on "Medical and Care Compunetics". Int. J. Medical Informatics 75 (9) (2006)
Haifeng Xie, Thierry J. Chaussalet, Peter H. Millard
A Tool for Studying the Effects of Residents' Attributes on Patterns of Length of Stay in Long-Term Care. CBMS (2005)
Christine Pelletier, Thierry J. Chaussalet, Haifeng Xie
A framework for predicting gross institutional long-term care cost arising from known commitments at local authority level. J. Oper. Res. Soc. 56 (2) (2005)
Thierry J. Chaussalet, Haifeng Xie, Wayne A. Thompson, Peter H. Millard
A discrete event simulation approach for evaluation screening policies for Alzheimer's disease. ESM (2000)
Patrick L. Combettes, Thierry J. Chaussalet
Combining statistical information in set theoretic estimation. IEEE Signal Process. Lett. 3 (3) (1996)