| Evaluation of discovered clinical pathways using process mining and joint agent-based discrete-event simulation V Augusto, X Xie, M Prodel, B Jouaneton, L Lamarsalle 2016 winter simulation conference (WSC), 2135-2146, 2016 | 53 | 2016 |
| Optimal process mining for large and complex event logs M Prodel, V Augusto, B Jouaneton, L Lamarsalle, X Xie IEEE Transactions on Automation Science and Engineering 15 (3), 1309-1325, 2018 | 51 | 2018 |
| Discovery of patient pathways from a national hospital database using process mining and integer linear programming M Prodel, V Augusto, X Xie, B Jouaneton, L Lamarsalle 2015 IEEE international conference on automation science and engineering …, 2015 | 43 | 2015 |
| Optimal process mining of timed event logs H De Oliveira, V Augusto, B Jouaneton, L Lamarsalle, M Prodel, X Xie Information Sciences 528, 58-78, 2020 | 22 | 2020 |
| Hospitalization admission control of emergency patients using markovian decision processes and discrete event simulation M Prodel, V Augusto, X Xie Proceedings of the Winter Simulation Conference 2014, 1433-1444, 2014 | 20 | 2014 |
| Process discovery, analysis and simulation of clinical pathways using health-care data M Prodel Université de Lyon, 2017 | 19 | 2017 |
| “Bow-tie” optimal pathway discovery analysis of sepsis hospital admissions using the Hospital Episode Statistics database in England H De Oliveira, M Prodel, L Lamarsalle, M Inada-Kim, K Ajayi, J Wilkins, ... JAMIA open 3 (3), 439-448, 2020 | 16 | 2020 |
| Cost-of-illness of inflammatory bowel disease patients treated with anti-tumour necrosis factor: A French large single-centre experience J Lawton, H Achit, L Pouillon, E Boschetti, B Demore, T Matton, C Tournier, ... United European Gastroenterology Journal 7 (7), 908-913, 2019 | 15 | 2019 |
| Binary classification on French hospital data: benchmark of 7 machine learning algorithms H De Oliveira, M Prodel, V Augusto 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018 | 15 | 2018 |
| Machine learning–based analysis of treatment sequences typology in advanced non–small-cell lung cancer long-term survivors treated with nivolumab C Chouaïd, V Grumberg, A Batisse, R Corre, M Giaj Levra, AF Gaudin, ... JCO Clinical Cancer Informatics 6, e2100108, 2022 | 14 | 2022 |
| Automatic and explainable labeling of medical event logs with autoencoding H De Oliveira, V Augusto, B Jouaneton, L Lamarsalle, M Prodel, X Xie IEEE Journal of Biomedical and Health Informatics 24 (11), 3076-3084, 2020 | 12 | 2020 |
| Factors associated with aggressiveness of end-of-life care for lung cancer patients and associated costs of care O Bylicki, F Rivière, C Tournier, F Canoui-Poitrine, F Grassin, J Margery, ... Clinical Lung Cancer 22 (3), e320-e328, 2021 | 11 | 2021 |
| Effects of moderate hyperbilirubinemia on nutritive swallowing and swallowing-breathing coordination in preterm lambs M Bourgoin-Heck, ML Specq, N Samson, C Nadeau, M Prodel, F Corbin, ... Neonatology 108 (1), 42-48, 2015 | 9 | 2015 |
| Stochastic simulation of clinical pathways from raw health databases M Prodel, V Augusto, X Xie, B Jouaneton, L Lamarsalle 2017 13th IEEE Conference on Automation Science and Engineering (CASE), 580-585, 2017 | 6 | 2017 |
| An optimization-based process mining approach for explainable classification of timed event logs H De Oliveira, V Augusto, B Jouaneton, L Lamarsalle, M Prodel, X Xie 2020 IEEE 16th International Conference on Automation Science and …, 2020 | 5 | 2020 |
| ATLAS: a robust algorithm for temporal sequence alignment of treatment lines using claim databases M Prodel, L Lamarsalle, V Augusto 2019 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2019 | 5 | 2019 |
| Modélisation automatique et simulation de parcours de soinsa partir de bases de données de santé M Prodel Ph. D. thesis, 2017 | 5 | 2017 |
| Costs and mortality associated with HIV: a machine learning analysis of the French national health insurance database M Prodel, L Finkielsztejn, L Roustand, G Nachbaur, L De Leotoing, ... Journal of Public Health Research 11 (2), jphr. 2021.2601, 2022 | 3 | 2022 |
| Modeling Of Clinical Pathways In The Implantation Of Cardioverter Defibrillators From 2006 To 2013 Using The French Hospital PMSI Database M Prodel, V Augusto, B Jouaneton, L Lamarsalle, X Xie Value in Health 18 (7), A366, 2015 | 3 | 2015 |
| PIN150 ANALYSIS OF TREATMENT SEQUENCES FROM THE FRENCH NATIONAL SNIIRAM DATABASE: CASE STUDY OF INCIDENT PEOPLE LIVING WITH HIV IN 2013 M Laurent, M Prodel, L de Léotoing, F Bonnet, J Ghosn Value in Health 22, S663, 2019 | 2 | 2019 |
