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Large language models for optimizing clinical trial recruitment in ICUs: application to ventilator-induced diaphragm dysfunction.

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Title: Large language models for optimizing clinical trial recruitment in ICUs: application to ventilator-induced diaphragm dysfunction.
Authors: Korvin K; Espace de Recherche et d'Intégration des Outils numériques en Santé, Montpellier University Hospital, Montpellier, France.; Department of Infectious and Tropical Diseases, Nimes University Hospital, Nimes, France., Loi Z; Espace de Recherche et d'Intégration des Outils numériques en Santé, Montpellier University Hospital, Montpellier, France., Morquin D; Espace de Recherche et d'Intégration des Outils numériques en Santé, Montpellier University Hospital, Montpellier, France.; Department of Infectious and Tropical Diseases, Montpellier University Hospital, Montpellier, France., Jung B; Medical Intensive Care Unit, Lapeyronie University Hospital, Montpellier, France.; PhyMedExp, INSERM U1046, University of Montpellier, Montpellier University Hospital, Montpellier, France., Pensier J; Intensive Care Unit, Anesthesia and Critical Care Department, Saint Eloi University Hospital, Montpellier, France.; PhyMedExp, INSERM U1046, University of Montpellier, Montpellier University Hospital, Montpellier, France., Aarab Y; Intensive Care Unit, Anesthesia and Critical Care Department, Saint Eloi University Hospital, Montpellier, France.; PhyMedExp, INSERM U1046, University of Montpellier, Montpellier University Hospital, Montpellier, France., Benchabane N; Medical Intensive Care Unit, Lapeyronie University Hospital, Montpellier, France., Bendiab E; Medical Intensive Care Unit, Lapeyronie University Hospital, Montpellier, France., Colombani S; PhyMedExp, INSERM U1046, University of Montpellier, Montpellier University Hospital, Montpellier, France.; Occical Therapeutic, Research and Innovation Center in Health Biology, CHU Montpellier, Montpellier, France., Lacampagne A; PhyMedExp, INSERM U1046, University of Montpellier, Montpellier University Hospital, Montpellier, France., Yauy K; Espace de Recherche et d'Intégration des Outils numériques en Santé, Montpellier University Hospital, Montpellier, France.; Service de Génétique Médicale, Service de Génétique moléculaire et cytogénomique, CHU Montpellier, LIRMM, Univ Montpellier, Montpellier, France., Matecki S; PhyMedExp, INSERM U1046, University of Montpellier, Montpellier University Hospital, Montpellier, France. stephan.matecki@umontpellier.fr.; Department of Clinical Physiology, Montpellier University Hospital, Montpellier, France. stephan.matecki@umontpellier.fr.
Source: Critical care (London, England) [Crit Care] 2026 Jun 11; Vol. 30 (1). Date of Electronic Publication: 2026 Jun 11.
Publication Type: Journal Article; Letter
Journal Info: Publisher: BioMed Central Ltd Country of Publication: England NLM ID: 9801902 Publication Model: Electronic Cited Medium: Internet ISSN: 1466-609X (Electronic) Linking ISSN: 13648535 NLM ISO Abbreviation: Crit Care Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Large language models for optimizing clinical trial recruitment in ICUs: application to ventilator-induced diaphragm dysfunction.
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  Data: <searchLink fieldCode="AU" term="%22Korvin+K%22">Korvin K</searchLink>; Espace de Recherche et d'Intégration des Outils numériques en Santé, Montpellier University Hospital, Montpellier, France.; Department of Infectious and Tropical Diseases, Nimes University Hospital, Nimes, France.<br /><searchLink fieldCode="AU" term="%22Loi+Z%22">Loi Z</searchLink>; Espace de Recherche et d'Intégration des Outils numériques en Santé, Montpellier University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Morquin+D%22">Morquin D</searchLink>; Espace de Recherche et d'Intégration des Outils numériques en Santé, Montpellier University Hospital, Montpellier, France.; Department of Infectious and Tropical Diseases, Montpellier University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Jung+B%22">Jung B</searchLink>; Medical Intensive Care Unit, Lapeyronie University Hospital, Montpellier, France.; PhyMedExp, INSERM U1046, University of Montpellier, Montpellier University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Pensier+J%22">Pensier J</searchLink>; Intensive Care Unit, Anesthesia and Critical Care Department, Saint Eloi University Hospital, Montpellier, France.; PhyMedExp, INSERM U1046, University of Montpellier, Montpellier University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Aarab+Y%22">Aarab Y</searchLink>; Intensive Care Unit, Anesthesia and Critical Care Department, Saint Eloi University Hospital, Montpellier, France.; PhyMedExp, INSERM U1046, University of Montpellier, Montpellier University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Benchabane+N%22">Benchabane N</searchLink>; Medical Intensive Care Unit, Lapeyronie University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Bendiab+E%22">Bendiab E</searchLink>; Medical Intensive Care Unit, Lapeyronie University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Colombani+S%22">Colombani S</searchLink>; PhyMedExp, INSERM U1046, University of Montpellier, Montpellier University Hospital, Montpellier, France.; Occical Therapeutic, Research and Innovation Center in Health Biology, CHU Montpellier, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Lacampagne+A%22">Lacampagne A</searchLink>; PhyMedExp, INSERM U1046, University of Montpellier, Montpellier University Hospital, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Yauy+K%22">Yauy K</searchLink>; Espace de Recherche et d'Intégration des Outils numériques en Santé, Montpellier University Hospital, Montpellier, France.; Service de Génétique Médicale, Service de Génétique moléculaire et cytogénomique, CHU Montpellier, LIRMM, Univ Montpellier, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Matecki+S%22">Matecki S</searchLink>; PhyMedExp, INSERM U1046, University of Montpellier, Montpellier University Hospital, Montpellier, France. stephan.matecki@umontpellier.fr.; Department of Clinical Physiology, Montpellier University Hospital, Montpellier, France. stephan.matecki@umontpellier.fr.
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              Text: 2026 Jun 11
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