Emilien ARNAUD

Identifiants chercheurs

IdHAL :

emilien-arnaud

ORCID :

0000-0002-6971-009X

IdRef :

180824678

ResearcherID :

HJI-5325-2023

Publications

Article dans une revue (12)

Effect of the score predicting imminent delivery on the management of unexpected out-of-hospital obstetrical deliveries: a cluster randomized clinical trial Agnes Ricard-Hibon,Vivien Brenckmann,Judith Gorlicki,Louis Soulat,Gilles Bagouet al. European Journal of Emergency Medicine, 2025, ⟨10.1097/MEJ.0000000000001264⟩ Article dans une revue hal-05213524v1
Development and Clinical Interpretation of an Explainable AI Model for Predicting Patient Pathways in the Emergency Department: A Retrospective Study Émilien Arnaud,Pedro Antonio Moreno-Sanchez,Mahmoud Elbattah,Christine Ammirati,Mark van Gilset al. Applied Sciences, 2025, 15 (15), pp.8449. ⟨10.3390/app15158449⟩ Article dans une revue hal-05212753v1
L’intelligence artificielle en médecine d’urgence par le Board Innovation de la Société française de médecine d’urgence E. Lansiaux,E. Arnaud,L. Arrouy,P.-H. Auboiroux,P.-A. Balazet al. Annales françaises de médecine d'urgence, 2025, 15 (4), pp.259-267. ⟨10.1684/afmu.2025.0637⟩ Article dans une revue hal-05242651v1
Predictive models in emergency medicine and their missing data strategies: a systematic review Emilien Arnaud,Mahmoud Elbattah,Christine Ammirati,Gilles Dequen,Daniel Aiham Ghazali npj Digital Medicine, 2023, 6 (1), pp.28. ⟨10.1038/s41746-023-00770-6⟩ Article dans une revue hal-04012103v1
L’intelligence artificielle dans les structures d’urgences : place de la formation et de la garantie humaine E. Arnaud,E. Petitprez,C. Ammirati,B. Nemitz,G. Dequenet al. Annales françaises de médecine d'urgence, 2023, ⟨10.3166/afmu-2022-0496⟩ Article dans une revue hal-04210786v1
Temporal Trends in the Use of Computed Tomographic Pulmonary Angiography for Suspected Pulmonary Embolism in the Emergency Department : A Retrospective Analysis Mélanie Roussel,Ben Michael Bloom,Mehdi Taalba,Christophe Choquet,Delphine Douilletet al. Annals of Internal Medicine, 2023, 176 (6), pp.761-768. ⟨10.7326/M22-3116⟩ Article dans une revue hal-04191741v1
Use of Artificial Intelligence to Manage Patient Flow in Emergency Department during the COVID-19 Pandemic: A Prospective, Single-Center Study. Emilien Arnaud,Mahmoud Elbattah,Christine Ammirati,Gilles Dequen,Daniel Aiham Ghazali International Journal of Environmental Research and Public Health, 2022, 19 (15), ⟨10.3390/ijerph19159667⟩ Article dans une revue hal-03753730v1
A propos de l'utilisation de l'IA en matière de santé : limites et perspectives Eugénie Petitprez,Arnaud Emilien Lexbase Droit privé, 2022 Article dans une revue hal-03536800v1
Feedback of inter-hospital transfer of patients under high-flow nasal cannula oxygen therapy Emilien Arnaud,Sylvain Leclere,Martin Petitprez,Gilles Vincent,Christine Ammirati World Journal of Emergency Medicine = Shijie Jizhen Yixue Zazhi, 2022, 13 (3), pp.219. ⟨10.5847/wjem.j.1920-8642.2022.036⟩ Article dans une revue hal-04363281v1
Diplopia and fever Z. Bellas,M. Biurrarena,C. Dumain,J. Holubar,G. Chastellanet al. La Revue de Médecine Interne, 2022, 43 (4), pp.265-266. ⟨10.1016/j.revmed.2021.12.004⟩ Article dans une revue hal-04071794v1
French ICUs fight back: An example of regional ICU organisation to tackle the SARS-CoV-2 outbreak Benjamin Terrasi,Emilien Arnaud,Mathieu Guilbart,Patricia Besserve,Yazine Mahjoub Anaesthesia Critical Care & Pain Medicine, 2020, 39 (3), pp.355-357. ⟨10.1016/j.accpm.2020.03.018⟩ Article dans une revue hal-03575222v1
French ICUs fight back: An example of regional ICU organisation to tackle the SARS Cov-2 outbreak Benjamin Terrasi,Emilien Arnaud,Osama Abou-Arab,Patricia Bessserve,Yazine Mahjoub Anesthésie & Réanimation, 2020, 6 (3), pp.350-352. ⟨10.1016/j.anrea.2020.04.008⟩ Article dans une revue hal-03575224v1

Communication dans un congrès (8)

Explainable Machine Learning-Based Analysis for Identifying Risk Factors of Chronic Obstructive Pulmonary Disease Chamara Jayanath,Emilien Arnaud,Mahmoud Elbattah 2025 IEEE International Conference on Digital Health (ICDH), Jul 2025, Helsinki, Finland. pp.78-84, ⟨10.1109/ICDH67620.2025.00020⟩ Communication dans un congrès hal-05464975v1
Exploring the Ethical Challenges of Large Language Models in Emergency Medicine: A Comparative International Review Mahmoud Elbattah,Emilien Arnaud,Daniel Aiham Ghazali,Gilles Dequen 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Dec 2024, Lisbon, Portugal. pp.5750-5755, ⟨10.1109/BIBM62325.2024.10822376⟩ Communication dans un congrès hal-04882186v1
Consistency of XAI Models against Medical Expertise: An Assessment Protocol Emilien Arnaud,Mahmoud Elbattah,Amandine Pitteman,Gilles Dequen,Daniel Aiham Ghazaliet al. 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), Jun 2024, Orlando, United States. pp.732-736, ⟨10.1109/ICHI61247.2024.00116⟩ Communication dans un congrès hal-04677341v1
Explainable NLP Model for Predicting Patient Admissions at Emergency Department Using Triage Notes Emilien Arnaud,Mahmoud Elbattah,Pedro Moreno-Sánchez,Gilles Dequen,Daniel Aiham Ghazali 2023 IEEE International Conference on Big Data (BigData), Dec 2023, Sorrento, Italy. pp.4843-4847, ⟨10.1109/BigData59044.2023.10386753⟩ Communication dans un congrès hal-04517843v1
The Role of Text Analytics in Healthcare: A Review of Recent Developments and Applications Mahmoud Elbattah,Emilien Arnaud,Maxime Gignon,Gilles Dequen HEALTHINF: PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL. 5: HEALTHINF, 2021, Vienna, Austria. pp.825-832, ⟨10.5220/0010414508250832⟩ Communication dans un congrès hal-03601737v1
Learning Embeddings from Free-text Triage Notes using Pretrained Transformer Models Emilien Arnaud,Mahmoud Elbattah,Maxime Gignon,Gilles Dequen HEALTHINF: PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 5: HEALTHINF, Feb 2022, Lisbonne, Portugal. pp.835-841, ⟨10.5220/0011012800003123⟩ Communication dans un congrès hal-03659989v1
NLP-Based Prediction of Medical Specialties at Hospital Admission Using Triage Notes Emilien Arnaud,Mahmoud Elbattah,Maxime Gignon,Gilles Dequen 2021 IEEE 9TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI 2021), Aug 2021, Victoria, Canada. pp.548-553, ⟨10.1109/ICHI52183.2021.00103⟩ Communication dans un congrès hal-03833279v1
Deep Learning to Predict Hospitalization at Triage: Integration of Structured Data and Unstructured Text Emilien Arnaud,Mahmoud Elbattah,Maxime Gignon,Gilles Dequen 2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2020, Atlanta, United States. pp.4836-4841, ⟨10.1109/BigData50022.2020.9378073⟩ Communication dans un congrès hal-03601738v1

Poster de conférence (1)

Hydrocephalus and base skull abnormalities in FGFR 2 craniosynostosis. G Coll,F Di Rocco,F Brunelle,C Collet,E. Arnaud International Society of Craniofacial Surgery Three Decades of Innovation 15th International Congress, Sep 2013, Jackson Hole, Wyoming, United States Poster de conférence hal-04127154v1

Thèse (1)

Prédiction du Parcours Patient aux Urgences : 3P-U Émilien Arnaud Médecine humaine et pathologie. Université de Picardie Jules Verne, 2024. Français. ⟨NNT : 2024AMIE0005⟩ Thèse tel-05268716v1