Vincent AUGUSTO

  • Responsibilities and Duties

    – Director of the Center for Biomedical and Healthcare Engineering (70 people)
    – Responsible of the #FutureMedicine platform (Youtube channel)
    – Co-Responsible of the living lab MedTechLab® : http://www.medtechlab.fr

    French version of this page

  • Skills

    – Industrial Engineering
    – Operational Research
    – Data Science

  • Research Topics

    – Performance evaluation and healthcare systems engineering: 2 defended theses, 1 on-going thesis.
    Keywords: modeling, discrete-event/multi-agent simulation, Data Envelopment Analysis
    – Optimization and management of healthcare systems: 1 defended thesis, 1 on-going thesis.
    Keywords: discrete optimization, stochastic optimization, meta-heuristics
    – Health data and medical decision aid: 1 on-going thesis
    Keywords: Markov chains, Markov processes, process mining

  • Teaching Areas

    – Performance evaluation of healthcare systems (Master’s Degree in Science and Executive Engineering, Personalized Health and Medicine Challenge)
    – Digital Twin (Master’s Degree in Science and Executive Engineering, Artificial Intelligence Challenge)
    – Health Information Systems (EM Lyon, MSc Health Management & Data Intelligence)
    – Petri nets
    – Data & Process Mining
    – Bioinformatics

  • Biography

    Vincent Augusto is a professor and a permanent faculty member of Mines Saint-Étienne, Center for Biomedical and Healthcare Engineering. His areas of research are performance evaluation, engineering of healthcare systems (industrial engineering, simulation), optimization and management of healthcare systems (operational research), health data and medical decision aid (process mining, machine learning). He defended his thesis in 2008 related to the modeling, analysis and control of flows in healthcare systems using UML and Petri nets (Industrial Engineering). He defended his “Habilitation à Diriger des Recherches” in 2016 on the topic of Health Territories Engineering. He was a visiting professor at CIRRELT (Interuniversity research center on business networks, logistics and transport), Laval University, Québec, Canada in 2009 and 2015. He is coresponsible of the living lab MedTechLab, where the approach design, experiments and innovation is combined with healthcare engineering. He is director of the Center for Biomedical and Healthcare Engineering of Mines Saint-Étienne since January 2020 (70 people).

  • Education

    – Habilitation à Diriger des Recherches – Industrial Engineering : Health Territories Engineering (Mines Saint-Etienne, 2008-2016)
    – PhD Industrial Engineering applied to Healthcare : Modeling, analysis and control of healthcare flows (Advisor Prof. Xiaolan Xie, Mines Saint-Etienne, 2005-2008)
    – Engineering diploma – Master of Science (Computer Science, Polytech’Tours, 2002-2005)
    – DEUG Mathématiques et Informatique Appliquées aux Sciences (Université François Rabelais, Tours, 2000-2002)

  • Career History

    – Director of the Center for Biomedical and Healthcare Engineering, Mines Saint-Etienne (2020-Présent)
    – Invited Professor at CIRRELT, Université Laval, Québec (QC), Canada
    Centre Interuniversitaire de Recherche sur les Réseaux d’Entreprise, la Logistique et le Transport (2015)
    – Post-doc : Mappage ouvert, collaboratif et vivant des réseaux de soins au Québec au CIRRELT, Université Laval, Québec (QC), Canada (2009)
    – PhD : Modeling, analysis and control of healthcare flows using UML and Petri nets (2005-2008)

  • Main Publications

    1. Rejeb O., C. Pilet, S. Hamana, X. Xie, T. Durand, S. Aloui, A. Doly, P. Biron, L. Perrier, V. Augusto. (2017) Performance and cost evaluation of health information systems using micro-costing and discrete-event simulation, Health Care Management Science, doi.org/10.1007/s10729-017-9402-x
    2. Prodel M., V. Augusto, B. Jouaneton, L. Lamarsalle, X. Xie. (2017) Optimal Process Mining for Large and Complex Event Logs, Transactions on Automation Science and Engineering, doi.org/10.1109/TASE.2017.2784436
    3. Zehrouni A., V. Augusto, T. Garaix, R. Phan, X.Xie (2017) Health Care Emergency Plan Modeling and Simulation in Case of Major Flood, Proc. of the 2017 Winter Simulation Conf., Las Vegas, NV, USA.
    4. Batata O., V. Augusto, S. Ebrahimi, X.Xie (2017) Performance Evaluation of Respite Care Services Through Multi-Agent Based Simulation, Proc. of the 2017 Winter Simulation Conf., Las Vegas, NV, USA.
    5. Prodel M., V. Augusto, X. Xie, B. Jouaneton and L. Lamarsalle. (2016) Evaluation of discovered clinical pathways using process mining and joint agent-based discrete-event simulation. Best Applied Paper, Proc. of the 2016 Winter Simulation Conf., Arlington, VA, USA.
    6. Hamana S., V. Augusto and X. Xie. (2016) A Timed Petri Net Approach for Verification of Territorial Healthcare Information Systems. Proc. of the IEEE Conf. on Automation Science and Engineering, Fort Worth, USA.
    7. Augusto V., O. Rejeb, X. Xie, L. Perrier, P. Biron, T. Durand and S. Aloui. (2015) Performance evaluaton of health information systems using ARIS modeling and discrete-event simulation. Proc. of the 2015 Winter Simulation Conf., Huntington Beach, CA, USA.
    8. Franck T., V. Augusto, X. Xie, R. Gonthier and E. Achour. (2015) Performance evaluaton of an integrated care for geriatric departments using discrete-event simulation. Proc. of the 2015 Winter Simulation Conf., Huntington Beach, CA, USA.
    9. Augusto V., X. Xie, A modeling and simulation framework for health-care systems. IEEE Transactions on systems, mans and cybernetics, part A : systems and humans. Vol. 44, No. 1, pp. 30–46, 2014.
    10. Rodriguez-Verjan C., V. Augusto, X. Xie and V. Buthion. (2012) Economic comparison between Hospital at Home and Traditional Hospitalization using a simulation-based approach. J. of Enterprise Information Management, Vol. 26, pp. 135–153.

  • Distinctions

    – Défi d’Or “Inventer Demain” pour le MedTechLab®, Défi Autonomie 2019
    – Best Applied Paper, Winter Simulation Conference 2016

71 documents

  • Vincent Lequertier, Tao Wang, Julien Fondrevelle, Vincent Augusto, Stéphanie Polazzi, et al.. Length of Stay Prediction With Standardized Hospital Data From Acute and Emergency Care Using a Deep Neural Network. Medical Care, 2024, ⟨10.1097/MLR.0000000000001975⟩. ⟨hal-04454483⟩
  • Julia L Fleck, Daniëlle Hooijenga, Raksmey Phan, Xiaolan Xie, Vincent Augusto, et al.. Adjuvant therapeutic strategy decision support for an elderly population with localized breast cancer: A monocentric cohort retrospective study. PLoS ONE, 2023, 18, ⟨10.1371/journal.pone.0290566⟩. ⟨hal-04446417⟩
  • Jules Le Lay, Lionel Perrier, Vincent Augusto, Xavier Boucher, Xiaolan Xie. Modelling and Simulation of Genomic Sequencing Platform Operations. 2023 Winter Simulation Conference (WSC), Dec 2023, San Antonio, United States. pp.1160-1171, ⟨10.1109/WSC60868.2023.10407665⟩. ⟨hal-04472221⟩
  • Zhihao Peng, Vincent Augusto, Lionel Perrier, Xiaolan Xie. Optimal Process Mining of Traces With Events and Transition Attributes With Application to Care Pathways of Cancer Patients. IEEE Transactions on Automation Science and Engineering, 2023, pp.1-18. ⟨10.1109/TASE.2023.3295947⟩. ⟨hal-04169012⟩
  • Asma Gasmi, Vincent Augusto, Jenny Faucheu, Claire Morin, Xavier Serpaggi. Anomaly Detection in Sleep Habits Using Deep Learning. 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE), Aug 2023, Auckland, New Zealand. pp.1-7, ⟨10.1109/CASE56687.2023.10260617⟩. ⟨emse-04232724⟩
  • Asma Gasmi, Vincent Augusto, Jenny Faucheu, Marine Hilaire, Remi Moulin, et al.. Frailty Onset Predictions Using Sleep Analysis. 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Nov 2022, Maldives, Maldives. pp.1-4, ⟨10.1109/ICECCME55909.2022.9988255⟩. ⟨hal-03942808⟩
  • Marius Huguet, Marianne Sarazin, Lionel Perrier, Vincent Augusto. How We Can Reap the Full Benefit of Teleconsultations: Economic Evaluation Combined With a Performance Evaluation Through a Discrete-Event Simulation. Journal of Medical Internet Research, 2022, 24 (5), pp.e32002. ⟨10.2196/32002⟩. ⟨hal-03846527⟩
  • Laura Uhl, Vincent Augusto, Vincent Lemaire, Youenn Alexandre, Fanny Jardinaud, et al.. Progressive prediction of hospitalisation and patient disposition in the emergency department. 2022 IEEE International Conference on Big Data (Big Data), Dec 2022, Osaka, Japan. pp.1719-1728, ⟨10.1109/BigData55660.2022.10020777⟩. ⟨hal-04408797⟩
  • Vincent Lequertier, Tao Wang, Julien Fondrevelle, Vincent Augusto, Stephanie Polazzi, et al.. Predicting length of stay with administrative data from acute and emergency care: an embedding approach. 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), Aug 2021, Lyon, France. pp.1395-1400, ⟨10.1109/CASE49439.2021.9551429⟩. ⟨hal-03538359⟩
  • Vincent Lequertier, Tao Wang, Julien Fondrevelle, Vincent Augusto, Antoine Duclos. Hospital Length of Stay Prediction Methods: A Systematic Review. Medical Care, 2021, 59 (10), pp.929-938. ⟨10.1097/MLR.0000000000001596⟩. ⟨hal-03538348⟩