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Assessing large language models for acute heart failure classification and information extraction from French clinical notes.

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Title: Assessing large language models for acute heart failure classification and information extraction from French clinical notes.
Authors: Bazoge A; Nantes Université, CHU Nantes, Pôle Hospitalo-Universitaire 11: Santé Publique, Clinique des données, INSERM, CIC 1413, F-44000, Nantes, France; Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, F-44000, Nantes, France. Electronic address: adrien.bazoge@univ-nantes.fr., Wargny M; Nantes Université, CHU Nantes, Pôle Hospitalo-Universitaire 11: Santé Publique, Clinique des données, INSERM, CIC 1413, F-44000, Nantes, France; Nantes Université, CHU Nantes, Département d'Endocrinologie, Diabétologie et Nutrition, l'institut du thorax, Inserm, CNRS, Hôpital Guillaume et René Laennec, F-44000, Nantes, France. Electronic address: matthieu.wargny@chu-nantes.fr., Constant Dit Beaufils P; Nantes Université, CHU Nantes, Service de neurologie, l'institut du thorax, Inserm, CNRS, Hôpital Guillaume et René Laennec, F-44000, Nantes, France. Electronic address: pacome.constantditbeaufils@chu-nantes.fr., Morin E; Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, F-44000, Nantes, France. Electronic address: emmanuel.morin@univ-nantes.fr., Daille B; Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, F-44000, Nantes, France. Electronic address: beatrice.daille@univ-nantes.fr., Gourraud PA; Nantes Université, CHU Nantes, Pôle Hospitalo-Universitaire 11: Santé Publique, Clinique des données, INSERM, CIC 1413, F-44000, Nantes, France. Electronic address: pierre-antoine.gourraud@univ-nantes.fr., Hadjadj S; Nantes Université, CHU Nantes, Département d'Endocrinologie, Diabétologie et Nutrition, l'institut du thorax, Inserm, CNRS, Hôpital Guillaume et René Laennec, F-44000, Nantes, France. Electronic address: samy.hadjadj@univ-nantes.fr.
Source: Computers in biology and medicine [Comput Biol Med] 2025 Sep; Vol. 195, pp. 110609. Date of Electronic Publication: 2025 Jun 19.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Bazoge+A%22">Bazoge A</searchLink>; Nantes Université, CHU Nantes, Pôle Hospitalo-Universitaire 11: Santé Publique, Clinique des données, INSERM, CIC 1413, F-44000, Nantes, France; Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, F-44000, Nantes, France. Electronic address: adrien.bazoge@univ-nantes.fr.<br /><searchLink fieldCode="AU" term="%22Wargny+M%22">Wargny M</searchLink>; Nantes Université, CHU Nantes, Pôle Hospitalo-Universitaire 11: Santé Publique, Clinique des données, INSERM, CIC 1413, F-44000, Nantes, France; Nantes Université, CHU Nantes, Département d'Endocrinologie, Diabétologie et Nutrition, l'institut du thorax, Inserm, CNRS, Hôpital Guillaume et René Laennec, F-44000, Nantes, France. Electronic address: matthieu.wargny@chu-nantes.fr.<br /><searchLink fieldCode="AU" term="%22Constant+Dit+Beaufils+P%22">Constant Dit Beaufils P</searchLink>; Nantes Université, CHU Nantes, Service de neurologie, l'institut du thorax, Inserm, CNRS, Hôpital Guillaume et René Laennec, F-44000, Nantes, France. Electronic address: pacome.constantditbeaufils@chu-nantes.fr.<br /><searchLink fieldCode="AU" term="%22Morin+E%22">Morin E</searchLink>; Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, F-44000, Nantes, France. Electronic address: emmanuel.morin@univ-nantes.fr.<br /><searchLink fieldCode="AU" term="%22Daille+B%22">Daille B</searchLink>; Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, F-44000, Nantes, France. Electronic address: beatrice.daille@univ-nantes.fr.<br /><searchLink fieldCode="AU" term="%22Gourraud+PA%22">Gourraud PA</searchLink>; Nantes Université, CHU Nantes, Pôle Hospitalo-Universitaire 11: Santé Publique, Clinique des données, INSERM, CIC 1413, F-44000, Nantes, France. Electronic address: pierre-antoine.gourraud@univ-nantes.fr.<br /><searchLink fieldCode="AU" term="%22Hadjadj+S%22">Hadjadj S</searchLink>; Nantes Université, CHU Nantes, Département d'Endocrinologie, Diabétologie et Nutrition, l'institut du thorax, Inserm, CNRS, Hôpital Guillaume et René Laennec, F-44000, Nantes, France. Electronic address: samy.hadjadj@univ-nantes.fr.
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