Emilien ARNAUD
- Modélisation, Information et Systèmes - UR UPJV 4290 (MIS)
- Département de Médecine d'Urgence, CHU Amiens-Picardie (DMU CHU-AP)
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emilien-arnaud
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0000-0002-6971-009X
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180824678
- ResearcherID : HJI-5325-2023
Publications
Publications
Explainable Machine Learning-Based Analysis for Identifying Risk Factors of Chronic Obstructive Pulmonary Disease2025 IEEE International Conference on Digital Health (ICDH), Jul 2025, Helsinki, Finland. pp.78-84, ⟨10.1109/ICDH67620.2025.00020⟩ |
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Exploring the Ethical Challenges of Large Language Models in Emergency Medicine: A Comparative International Review2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Dec 2024, Lisbon, Portugal. pp.5750-5755, ⟨10.1109/BIBM62325.2024.10822376⟩ |
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Consistency of XAI Models against Medical Expertise: An Assessment Protocol2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), Jun 2024, Orlando, United States. pp.732-736, ⟨10.1109/ICHI61247.2024.00116⟩ |
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Explainable NLP Model for Predicting Patient Admissions at Emergency Department Using Triage Notes2023 IEEE International Conference on Big Data (BigData), Dec 2023, Sorrento, Italy. pp.4843-4847, ⟨10.1109/BigData59044.2023.10386753⟩ |
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The Role of Text Analytics in Healthcare: A Review of Recent Developments and ApplicationsHEALTHINF: 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⟩ |
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Learning Embeddings from Free-text Triage Notes using Pretrained Transformer ModelsHEALTHINF: 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⟩ |
NLP-Based Prediction of Medical Specialties at Hospital Admission Using Triage Notes2021 IEEE 9TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI 2021), Aug 2021, Victoria, Canada. pp.548-553, ⟨10.1109/ICHI52183.2021.00103⟩ |
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Deep Learning to Predict Hospitalization at Triage: Integration of Structured Data and Unstructured Text2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2020, Atlanta, United States. pp.4836-4841, ⟨10.1109/BigData50022.2020.9378073⟩ |
Hydrocephalus and base skull abnormalities in FGFR 2 craniosynostosis.International Society of Craniofacial Surgery Three Decades of Innovation 15th International Congress, Sep 2013, Jackson Hole, Wyoming, United States |
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Prédiction du Parcours Patient aux Urgences : 3P-UMédecine humaine et pathologie. Université de Picardie Jules Verne, 2024. Français. ⟨NNT : 2024AMIE0005⟩ |