Vincent AUGUSTO
- Email augusto@mines-stetienne.fr
- Phone +33 4 77 42 66 26
- Capacity Directeur du CIS
- Centre Centre for Biomedical and Healthcare Engineering -
- Service Healthcare Engineering – Management-Administration
- Site Campus of Saint-Étienne
Campus Santé et Innovations, Saint-Priest-en-Jarez - Office L122
- 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 - 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
Contact
Domains
- Computer Science [cs]/Operations Research [math.OC]33
- Engineering Sciences [physics]/Chemical and Process Engineering15
- Computer Science [cs]12
- Computer Science [cs]/Artificial Intelligence [cs.AI]11
- Mathematics [math]7
- Life Sciences [q-bio]/Ecology, environment/Health7
- Engineering Sciences [physics]7
- Computer Science [cs]/Modeling and Simulation6
- Life Sciences [q-bio]5
- Life Sciences [q-bio]/Bioengineering4
- Humanities and Social Sciences/Economics and Finance4
- Life Sciences [q-bio]/Santé publique et épidémiologie3
- Quantitative Finance [q-fin]/Statistical Finance [q-fin.ST]2
- Engineering Sciences [physics]/Automatic2
- Chemical Sciences1
- Environmental Sciences1
- Life Sciences [q-bio]/Human health and pathology1
- Life Sciences [q-bio]/Toxicology1
- Humanities and Social Sciences1
- Statistics [stat]/Machine Learning [stat.ML]1
Keywords
- Simulation6
- Hospitals4
- Modeling4
- Optimization4
- France3
- Petri nets3
- Data mining2
- Data models2
- Decision-making2
- Discrete-event simulation2
- Emergency department2
- Framework2
- Health care2
- Healthcare2
- Healthcare data2
- Healthcare management systems2
- Home health care2
- Information systems2
- Lagrangian relaxation2
- Mathematical programming2
- Medical services2
- Operating theatre2
- Performance evaluation2
- Process mining2
- Rapid prototyping2
- Stochastic processes2
- Surgery scheduling2
- Admission control policies1
- Admission process1
- Allocation1
- Analyse de la qualité du sommeil1
- Analytical models1
- Anomaly detection1
- Bed capacity1
- Bed management1
- Blood1
- Blood collection system1
- Blood donor flow management1
- Cancer care pathways1
- Capacity planning1
- Capteurs1
- Case mix1
- City health facilities1
- Closet1
- Clustering1
- Complexity theory1
- Computational modeling1
- Control1
- Cost analysis1
- Cost comparison studies1
- Cyclic1
- Data analysis1
- Databases1
- Deep learning1
- Dimensionnement de ressources1
- Discrete Event Simulation1
- Discrete event simulation1
- Discrete time1
- Discrete-event Simulation1
- Diseases1
- Disposition prediction1
- Donor flows1
- Durée de séjour1
- Dynamic programming1
- Electronic patient records1
- Emergency departments1
- Emergency management planning1
- Epidemiology1
- Evaluation1
- Event log1
- Firing1
- Flood1
- Fragilité1
- Fragilité cognitive1
- Frailty detection1
- Generic modelling framework1
- HAH1
- Habitat intelligent1
- Hauts-de-Seine Department1
- Health care at home1
- Health care data1
- Health care network1
- Health information system1
- Health system cost-effectiveness1
- Healthcare Applications1
- Healthcare costs1
- Heart1
- Heath service research1
- Hernia recurrence1
- Hernia repair1
- Home care1
- Home health care logistics1
- Home health-care1
- Home healthcare1
- Homecare1
- Hospital1
- Hospital at Home1
- Hospitalisation à domicile1
- Hôpital1
- Impact1
Authors
Augusto Vincent77
Xie Xiaolan48
Garaix Thierry12
Phan Raksmey6
Gasmi Asma5
Hamana Sabri5
Jouaneton Baptiste5
Lamarsalle Ludovic5
Morin Claire5
Perrier Lionel5
El-Rifai Omar5
Prodel Martin5
Xiaolan Xie5
Serpaggi Xavier5
Gonthier Regis4
Huguet Marius4
Fondrevelle Julien4
Wang Tao4
Rodriguez-Verjan Carlos Fernando4
Alfonso Lizarazo Edgar4
Bongue Bienvenu4
Aloui Saber3
Bercelli Paolo3
Celarier Thomas3
Faucheu Jenny3
Vassel Franck3
Azefack Cyriac3
Gardin Guillaume3
Bouvier Remi3
Lequertier Vincent3
Pehlivan Canan3
Rodriguez Carlos3
Duclos Antoine3
Baudet Paul-Antoine2
Coquard Claude Montuy2
Dalmas Benjamin2
Doly Anne2
Franck Thomas2
Herazo-Padilla Nilson2
Jardinaud Fanny2
Le Lay Jules2
Liu Ran2
Martin Damien2
Perdomo Viviana2
Sarazin M.2
Sarazin Marianne2
Uhl Laura2
Pilet Claire2
Durand Thierry2
Buthion Valérie2
Grimaud Frédéric2
Alfonso-Lizarazo Edgar2
Aloui Saber2
Garraud Olivier2
Duchaussoy Eloi2
Zehrouni Afafe2
Di Mascolo Maria2
Faucheu Jenny2
Alexandre Youenn1
Alfonso Edgar1
Ballereau François1
Bayon Y.1
Beaudet Paul-Antoine1
Boucher Xavier1
Bourdelin Magali1
Chauvenet Laure1
Crenn-Hebert Catherine1
Darnis B.1
Denis Sophie1
Dodane-Loyenet Antoine1
Duclos Antoine1
Farsi Fadila1
Gailliègue Floriant1
Gentile Michel1
Gignoux B.1
Gonzalez Gilles1
Gramont Baptiste1
Hilaire Marine1
Hooijenga Daniëlle1
Lemaire Vincent1
Montuy-Coquard Claude1
Moulin Remi1
Oliveira Hugo De1
Perrier Lionel1
Phan Raksmey1
Polazzi S.1
Polazzi Stephanie1
Polazzi Stéphanie1
Redjaline Abdesslam1
Rodriguez-Verjan Carlos1
Trouvé Adeline1
Xie X.1
de Oliveira Hugo1
Abdelkebir Khalil1
Bontemps Hervé1
Coquard Claude Montuy1
de Oliveira Hugo1
Perrier Lionel1
Lequertier V.1
Pérol Maurice1
Journals
- IEEE Transactions on Automation Science and Engineering6
- Health Care Management Science5
- Operations Research for Health Care2
- Medical Care2
- Colorectal Disease1
- JMIR Medical Informatics1
- Computers & Industrial Engineering1
- European Journal of Operational Research1
- Information Sciences1
- International Journal of Production Research1
- Journal of Enterprise Information Management1
- Journal of Nanoparticle Research1
- Communications Medicine1
- Vox Sanguinis1
- Epidemiology and Public Health = Revue d'Epidémiologie et de Santé Publique1
- Bulletin du Cancer1
- PLoS ONE1
- Journal of Medical Internet Research1
- European Journal of Industrial Engineering1
- IEEE Transactions on Automatic Control1
- IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans1
- IEEE Journal of Biomedical and Health Informatics1
Year of production
Institutions
- Ecole Nationale Supérieure des Mines de St Etienne60
- Université Jean Monnet - Saint-Étienne41
- Institut National de la Santé et de la Recherche Médicale35
- CIS26
- Université Clermont Auvergne [2017-2020]20
- Institut national polytechnique Clermont Auvergne15
- Université Lumière - Lyon 213
- Université Blaise Pascal - Clermont-Ferrand 211
- Université d'Auvergne - Clermont-Ferrand I11
- SIGMA Clermont11
- Shanghai Jiao Tong University [Shanghai]10
- Université Claude Bernard Lyon 17
- Centre Léon Bérard [Lyon]5
- Centre Hospitalier Universitaire de Saint-Etienne [CHU Saint-Etienne]5
- École normale supérieure de Lyon5
- Institut National des Sciences Appliquées de Lyon4
- ATELIERS DU HAUT FOREZ3
- Institut National Polytechnique de Grenoble2
- CETAF2
- EMLyon Business School2
- Centre G2I2
- Ecole Normale Supérieure Lettres et Sciences Humaines2
- Centre Jean Perrin [Clermont-Ferrand]2
- Centre hospitalier de Sens2
- IMT École nationale supérieure des Mines d'Albi-Carmaux2
- HEVA [Lyon]2
- Université Joseph Fourier - Grenoble 12
- Centre Ingénierie Santé, Saint-Étienne2
- Institut polytechnique de Grenoble - Grenoble Institute of Technology2
- Université Pierre et Marie Curie - Paris 62
- Université de Rennes1
- Sofradim Production1
- EOVI MCD Santé & Services1
- University of North Texas Health Science Center [Fort Worth]1
- Centre Hospitalier Universitaire d'Angers1
- Haute Autorité de Santé [Saint-Denis La Plaine]1
- Aix Marseille Université1
- University of La Sabana = Universitad de la Sabana1
- Collège de France1
- Institut national des sciences de l'Univers1
- SMS1
- Hôpital Edouard Herriot [CHU - HCL]1
- CMP-GC1
- Mines Paris - PSL (École nationale supérieure des mines de Paris)1
- UR LSTI1
- École des Hautes Études en Santé Publique [EHESP]1
- Etablissement Français du Sang1
- KEY LAB1
- Medtronic1
- Institut Henri Fayol1
- Hôpital Louis Mourier - AP-HP [Colombes]1
- Réseau Espace Santé Cancer, Rhône-Alpes1
- Université Grenoble Alpes [2016-2019]1
- Clinique de la Sauvegarde [Lyon]1
- Structure Fédérative de Recherche en Biologie et Santé de Rennes1
- CHU Saint-Antoine [AP-HP]1
- University of Sharjah1
- centre hospitalier Le Corbusier, 42700, Firminy, France.1
- Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement1
- Institut de Recherche pour le Développement1
- Université d'Angers1
- Universidad del Rosario [Bogota]1
Laboratories
- Centre Ingénierie et Santé54
- Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes20
- Ingénierie des systèmes de soins et des services de santé18
- Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes15
- Laboratoire d'Informatique, de Modélisation et d'optimisation des Systèmes11
- Département Génie Industriel Hospitalier9
- Décision et Information pour les Systèmes de Production4
- Institut Henri Fayol4
- Laboratoire Georges Friedel4
- Centre Science des Matériaux et des Structures4
- Groupe d'Analyse et de Théorie Economique Lyon - Saint-Etienne3
- Research on Healthcare Performance3
- Department of Industrial Engineering and Logistics Management3
- Department of Industrial Engineering and Management3
- Laboratoire d'Analyse des Signaux et des Processus Industriels3
- Groupe d'Analyse et de Théorie Economique Lyon - Saint-Etienne2
- Groupe d'Analyse et de Théorie Economique Lyon - Saint-Etienne2
- Direction du Système d'Information2
- Département Méthodes Scientifiques pour la Gestion Industrielle2
- Groupe Immunité des Muqueuses et Agents Pathogènes2
- Laboratoire des sciences pour la conception, l'optimisation et la production2
- Groupe d'analyse et de théorie économique2
- Centre Européen de Recherche et d'Enseignement des Géosciences de l'Environnement1
- Medtronic France1
- Centre des Matériaux1
- Department of Pharmacology and Neuroscience1
- Département de Médecine Nucléaire1
- Department of Industrial Engineering & Logistics1
- Pôle Information Médicale Evaluation Recherche1
- Département Décision en Entreprise : Modélisation, Optimisation1
- Institut de recherche en santé, environnement et travail1
- Département d'Oncologie Médicale1
- Chirurgie Gynécologique et Obstétrique1
- Service d'Oncologie Chirurgicale1
- Centre Technique d'Appui et de Formation des Centres d'Examens de Santé1
- School of Mechanical Engineering1
- Département Sciences de la Fabrication et Logistique1
- Group Logistics Systems1
- EFS-Auvergne Loire1
- Système Nerveux Autonome - Epidémiologie, Physiologie, Ingénierie, Santé1
- Institut Pierre Louis d'Epidémiologie et de Santé Publique1
- Epidémiologie des maladies infectieuses et modélisation1
- Département Mécanique physique et interfaces1
- Centre Génie Industriel1
- Institut Pierre Louis d'Epidémiologie et de Santé Publique1
- Equipe : Recherche Opérationnelle pour le Génie Industriel1
- EAST CHINA UNIVERSITY1
Departments
Research team
- Marius Huguet, Canan Pehlivan, François Ballereau, Antoine Dodane-Loyenet, Franck Fontanili, et al.. Indoor positioning systems provide insight into emergency department systems enabling proposal of designs to improve workflow. Communications Medicine, 2025, 5 (1), pp.72. ⟨10.1038/s43856-025-00793-y⟩. ⟨hal-05007148⟩
- 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⟩
- Laura Uhl, Vincent Augusto, Benjamin Dalmas, Youenn Alexandre, Paolo Bercelli, et al.. How to Evaluate Bias from Hospital Data: Automatic Preprocessing of Patient Pathways for Data Analysis. JMIR Medical Informatics, 2024, 12, pp.e58978. ⟨10.2196/58978⟩. ⟨hal-04818582⟩
- Jules Le Lay, Vincent Augusto, Edgar Alfonso-Lizarazo, Malek Masmoudi, Baptiste Gramont, et al.. COVID-19 Bed Management Using a Two-Step Process Mining and Discrete-Event Simulation Approach. IEEE Transactions on Automation Science and Engineering, In press, ⟨10.1109/TASE.2023.3274847⟩. ⟨hal-04608765⟩
- 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⟩
- 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. ⟨10.1109/CASE56687.2023.10260617⟩. ⟨emse-04740431⟩
- 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⟩
- 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, 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⟩
- Thomas Franck, Vincent Augusto, Xiaolan Xie, Regis Gonthier. A Stochastic Optimization Approach to the Long-Term Care Structure Assignment Problem for Elderly People. IEEE Transactions on Automation Science and Engineering, 2022, 19 (3), pp.1898-1912. ⟨10.1109/TASE.2021.3073479⟩. ⟨hal-04991480⟩