Emmanuel Lagarde
9 Papers
Emmanuel Lagarde is an academic researcher. The author has contributed to research in topics: Computer science & Medicine. The author has co-authored 4 publications.
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Papers
Artificial Intelligence in Emergency Medicine: Viewpoint of Current Applications and Foreseeable Opportunities and Challenges
TL;DR: In this article , the authors present the landscape of AI-based applications currently in use in the daily emergency field and examine the ethics and risk specificities of the use of AI in the emergency field.
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Deep Learning Transformer Models for Building a Comprehensive and Real-time Trauma Observatory: Development and Validation Study
Gabrielle Chenais,Cédric Gil-Jardiné,Helene Touchais,Marta Avalos Fernandez,Benjamin Contrand,Eric Tellier,Xavier Combes,Loick Bourdois,Philippe Revel,Emmanuel Lagarde +9 more
- 12 Jan 2023
TL;DR: In this paper , the authors compared the performance of several automatic language processing methods in a multiclass classification task of unstructured clinical notes and found that the transformer models consistently performed better than the term frequency-inverse document frequency and a support vector machine.
Prescribed anti‐glaucoma medication consumption and road traffic crash
Li Lu,Benjamin Contrand,Cedric Schweitzer,Blandine Gadegbeku,Cécile Delcourt,Emmanuel Lagarde +5 more
TL;DR: In this paper , the authors investigated whether and/or to what extent prescribed anti-glaucoma medicine consumption is associated with increased likelihood of crash risk, and traffic crash responsibility among drivers involved in road traffic crashes.
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AI in Healthcare: The New Frontier of Inequality
TL;DR: With the rise of AI, there's a critical examination of whether synthetic empathy can adequately replace human empathy in patient care, emphasizing the necessity of maintaining human elements in an increasingly automated healthcare environment.
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Public Health surveillance from emergency call center data: visualization dashboard and NLP of call reports Public Health surveillance from EMCC data
Alexandre Naprous,Marta Avalos Fernandez,Catherine Pradeau,Emmanuel Lagarde,Cédric Gil-Jardiné +4 more
TL;DR: This study explored the usefulness for public health surveillance of EMCC data when analyzed using text mining and visualization tools and developed a dashboard visualization tool that appeared to be promising for a better understanding of territorial inequalities in healthcare access.