Nos publications

@article{de2024explaining,

title = {Explaining predictive factors in patient pathways using autoencoders},

author = {Hugo De Oliveira and Martin Prodel and Ludovic Lamarsalle and Vincent Augusto and Xiaolan Xie},

doi = {10.1371/journal.pone.0277135},

year  = {2022},

date = {2022-11-10},

urldate = {2024-01-01},

journal = {PLOS ONE},

volume = {17},

number = {12},

publisher = {PUBLIC LIBRARY SCIENCE 1160 BATTERY STREET, STE 100, SAN FRANCISCO, CA 94111 USA},

keywords = {auto-encoders, pathways},

pubstate = {published},

tppubtype = {article}

}

@article{Augusto2022821,

title = {Analytics and Optimization in Healthcare Management},

author = {Vincent Augusto and Nadia Lahrichi and Ettore Lanzarone and Taesik Lee and Jie Song},

url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143732199&doi=10.1007%2fs10696-022-09478-3&partnerID=40&md5=ae7141983151bbeed3f6368a0cc1487e},

doi = {10.1007/s10696-022-09478-3},

year  = {2022},

date = {2022-01-01},

journal = {Flexible Services and Manufacturing Journal},

volume = {34},

number = {4},

pages = {821 – 823},

note = {Cited by: 1; All Open Access, Bronze Open Access},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Herazo-Padilla20222322,

title = {A Decision-Tree-Based Bayesian Approach for Chance-Constrained Health Prevention Budget Rationing},

author = {Nilson Herazo-Padilla and Vincent Augusto and Benjamin Dalmas and Xiaolan Xie and Bienvenu Bongue},

url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104591195&doi=10.1109%2fTASE.2021.3069800&partnerID=40&md5=aeb199f3e0c297b2390d1b7306479254},

doi = {10.1109/TASE.2021.3069800},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Automation Science and Engineering},

volume = {19},

number = {3},

pages = {2322 – 2338},

note = {Cited by: 5},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{prodel2022costs,

title = {Costs and mortality associated with HIV: a machine learning analysis of the French national health insurance database},

author = {Martin Prodel and Laurent Finkielsztejn and Laëtitia Roustand and Gaëlle Nachbaur and Lucie Leotoing and Marie Genreau and Fabrice Bonnet and Jade Ghosn},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Journal of Public Health Research},

volume = {11},

number = {2},

pages = {jphr–2021},

publisher = {SAGE Publications Sage UK: London, England},

keywords = {machine learning},

pubstate = {published},

tppubtype = {article}

}

@article{chouaid2022machine,

title = {Machine learning–based analysis of treatment sequences typology in advanced non–small-cell lung cancer long-term survivors treated with nivolumab},

author = {Christos Chouaïd and Valentine Grumberg and Alexandre Batisse and Romain Corre and Matteo Giaj Levra and Anne-Françoise Gaudin and Martin Prodel and Joannie Lortet-Tieulent and Jean-Baptiste Assié and Francois-Emery Cotté},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {JCO Clinical Cancer Informatics},

volume = {6},

pages = {e2100108},

publisher = {Wolters Kluwer Health},

keywords = {machine learning},

pubstate = {published},

tppubtype = {article}

}

@article{el2022diagnosing,

title = {Diagnosing hemophagocytic lymphohistiocytosis with machine learning: a proof of concept},

author = {Thomas El Jammal and Arthur Guerber and Martin Prodel and Maxime Fauter and Pascal Sève and Yvan Jamilloux},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Journal of Clinical Medicine},

volume = {11},

number = {20},

pages = {6219},

publisher = {MDPI},

keywords = {machine learning},

pubstate = {published},

tppubtype = {article}

}

@article{laurent20221etude,

title = {Etude MEMORA-Learning: découverte de profils de patients à risque de conversion précoce vers le stade sévère de la maladie d'Alzheimer via des arbres de décision de survie},

author = {Marie Laurent and Martin Prodel and Alexandre Vainchtock and Alexandre Civet and A Chevrette and B Rousselle and Claire Moutet and Virginie Dauphinot and Pierre Krolak-Salmon},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Revue d'Épidémiologie et de Santé Publique},

volume = {70},

pages = {S256},

publisher = {Elsevier},

keywords = {machine learning},

pubstate = {published},

tppubtype = {article}

}

@article{tredan2022innovative,

title = {Innovative approach for a typology of treatment sequences in early stage HER2 positive breast cancer patients treated with trastuzumab in the French national hospital database},

author = {Olivier Tredan and Marie Laurent and Melina Gilberg and Rim Ghorbal and Alexandre Vainchtock and Joannie Lortet-Tieulent and Martin Prodel and Julien Dupin},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Cancer Informatics},

volume = {21},

pages = {11769351221135134},

publisher = {SAGE Publications Sage UK: London, England},

keywords = {machine learning},

pubstate = {published},

tppubtype = {article}

}

@article{Franck20221898,

title = {A Stochastic Optimization Approach to the Long-Term Care Structure Assignment Problem for Elderly People},

author = {Thomas Franck and Vincent Augusto and Xiaolan Xie and Regis Gonthier},

url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85105057136&doi=10.1109%2fTASE.2021.3073479&partnerID=40&md5=3ea36ddc9821ec9da5bc8a592e4fb803},

doi = {10.1109/TASE.2021.3073479},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Automation Science and Engineering},

volume = {19},

number = {3},

pages = {1898 – 1912},

note = {Cited by: 1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Lay2022,

title = {Prediction of hospital readmission of multimorbid patients using machine learning models},

author = {Jules Le Lay and Edgar Alfonso-Lizarazo and Vincent Augusto and Bienvenu Bongue and Malek Masmoudi and Xiaolan Xie and Baptiste Gramont and Thomas Célarier},

url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85144530514&doi=10.1371%2fjournal.pone.0279433&partnerID=40&md5=86549ccf500975d08d2215b5778f7b31},

doi = {10.1371/journal.pone.0279433},

year  = {2022},

date = {2022-01-01},

journal = {PLoS ONE},

volume = {17},

number = {12 December},

note = {Cited by: 6; All Open Access, Gold Open Access, Green Open Access},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Huguet2022,

title = {How We Can Reap the Full Benefit of Teleconsultations: Economic Evaluation Combined With a Performance Evaluation Through a Discrete-Event Simulation},

author = {Marius Huguet and Marianne Sarazin and Lionel Perrier and Vincent Augusto},

url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85130521398&doi=10.2196%2f32002&partnerID=40&md5=918181142ad4cb121b62de3bade4be52},

doi = {10.2196/32002},

year  = {2022},

date = {2022-01-01},

journal = {Journal of Medical Internet Research},

volume = {24},

number = {5},

note = {Cited by: 3; All Open Access, Gold Open Access, Green Open Access},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{de2022explaining,

title = {Explaining predictive factors in patient pathways using autoencoders},

author = {Hugo De Oliveira and Martin Prodel and Ludovic Lamarsalle and Vincent Augusto and Xiaolan Xie},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Plos one},

volume = {17},

number = {11},

pages = {e0277135},

publisher = {Public Library of Science San Francisco, CA USA},

keywords = {auto-encoders, pathways},

pubstate = {published},

tppubtype = {article}

}