Monsieur Geoffray AGARD / PhD student

Publications

• An Innovative Deep Learning Approach for Ventilator-Associated Pneumonia (VAP) Prediction in Intensive Care Units—Pneumonia Risk Evaluation and Diagnostic Intelligence via Computational Technology (PREDICT)
  Journal of Clinical Medicine, 2025
  Geoffray Agard; Christophe Roman; Christophe Guervilly; Jean-Marie Forel; Véronica Orléans; Damien Barrau; Pascal Auquier; Mustapha Ouladsine; Laurent Boyer; Sami Hraiech
  10.3390/jcm14103380
  
• Arterial hypotension during cardiopulmonary bypass and postoperative lung injury in patients undergoing urgent surgery for acute type A aortic dissection: A propensity score-matched retrospective cohort study
  Journal of Cardiothoracic and Vascular Anesthesia, 2025
  Geoffray Agard, MD, David Tonon, MD, Frédéric Collart, MD Vlad Gariboldi, MD, PhD Alizée Porto, MD Laury Leveille, MD Albin d'Esparron, MD Romain Gomert, MD Sami Hraiech, MD, PhD ∙ Catherine Guidon, MD, PhD David Lagier, MD, PhD
  10.1053/j.jvca.2025.10.016
  
• Cytomegalovirus reactivation in mechanically ventilated patients with or without SARS-CoV-2 infection: A retrospective cohort study
  PLOS One, 2025
  Octave Cannac, Vanessa Pauly, Christine Zandotti, Léa Luciani, Paul-Rémi Petit, Xavier de Lamballerie, Rémi Charrel, Laurent Papazian, Damien Barrau, Geoffray Agard, Sami Hraiech
  10.1371/journal.pone.0328494
  
• From promise to practice: A roadmap for artificial intelligence in critical care
  Journal of Critical Care, 2025
  Agard G, Hraiech S, Gauss T.
  10.1016/j.jcrc.2025.155263
  
• Improving Sepsis Prediction in the ICU with Explainable Artificial Intelligence: The Promise of Bayesian Networks
  Journal of Clinical Medicine, 2025
  Agard G, Roman C, Guervilly C, Ouladsine M, Boyer L, Hraiech S.
  http://10.3390/jcm14186463
  
• Use of Z-codes related to social determinants of health among adult inpatients in France: a nationwide study from 2014 to 2022
  BMC Public Health, 2025
  Sara Fernandes, Vanessa Pauly, Sophie Klay, Veronica Orleans, Yann Brousse, Bach Tran, Masoud Rahmati, Dong Keon Yon, Lee Smith, Guillaume Fond, Coralie Lemoine, Francois Antonini, Bastien Boussat, Geoffray Agard & Laurent Boyer
  10.1186/s12889-025-23442-4
  
• A tale of ChatGPT : revue de la littérature sur la place des bêtabloquants dans le choc septique par intelligence artificielle générative (ChatGPT)
  Anesthésie et Réanimation, 2024
  Geoffray Agard; Antoine Bianchi; Matthieu Bernat; Gary Duclos; Marc Leone
  10.1016/j.anrea.2023.12.001
  
• Influence de la Pression Artérielle Moyenne per CEC dans l'apparition d'hypoxémie post-opératoire chez les patients opérés d'une dissection aortique de type A en urgence
  2022
  Geoffray Agard
  https://dumas.ccsd.cnrs.fr/dumas-03838092v1
  
• Factors Associated with 90-Day Mortality in Invasively Ventilated Patients with COVID-19 in Marseille, France
  Journal of Clinical Medicine, 2021
  Maxime Volff, David Tonon, Youri Bommel, Noémie Peres, David Lagier, Geoffray Agard, Alexis Jacquier, Axel Bartoli, Julien Carvelli, Howard Max, Pierre Simeone, Valery Blasco, Bruno Pastene, Anderson Loundou, Laurent Boyer, Marc Leone, Lionel Velly, Jérémy Bourenne, Salah Boussen, Mickaël Bobot, Nicolas Bruder
  https://amu.hal.science/hal-03591711v1