Artificial intelligence-driven volumetric CT outcome score in cystic fibrosis: longitudinal and multicenter validation with/without modulators treatment.

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Title: Artificial intelligence-driven volumetric CT outcome score in cystic fibrosis: longitudinal and multicenter validation with/without modulators treatment.
Authors: Hadj Bouzid AI; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France., Bui S; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France.; CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France.; INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France., Benlala I; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France.; CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France.; INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France., Berger P; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France.; CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France.; INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France., Hutt A; Department of Thoracic Imaging, Heart & Lung Institute, Lille, Cedex, France., Liberge R; Department of Radiology, CHU Nantes, F-44000, Nantes, France., Habert P; Imaging Department, Hopital La Timone, APHM, Aix Marseille University, Marseille, France., Gaubert JY; Imaging Department, Hopital La Timone, APHM, Aix Marseille University, Marseille, France., Baque-Juston M; Paediatric Radiology Department, Hôpitaux Pédiatriques de Nice CHU-Lenval, Nice, France., Morel B; Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France., Ferretti G; Department of Radiology, Grenoble-Alpes University Hospital, 38000, Grenoble, France., Denis de Senneville B; CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, F-33400, Talence, France., Laurent F; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France.; CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France.; INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France., Macey J; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France.; CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France.; INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France., Dournes G; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France. gael.dournes@chu-bordeaux.fr.; CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France. gael.dournes@chu-bordeaux.fr.; INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France. gael.dournes@chu-bordeaux.fr.
Source: European radiology [Eur Radiol] 2025 Feb; Vol. 35 (2), pp. 815-827. Date of Electronic Publication: 2024 Aug 16.
Publication Type: Journal Article; Multicenter Study; Validation Study
Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 9114774 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1084 (Electronic) Linking ISSN: 09387994 NLM ISO Abbreviation: Eur Radiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Artificial intelligence-driven volumetric CT outcome score in cystic fibrosis: longitudinal and multicenter validation with/without modulators treatment.
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  Data: <searchLink fieldCode="AU" term="%22Hadj+Bouzid+AI%22">Hadj Bouzid AI</searchLink>; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France.<br /><searchLink fieldCode="AU" term="%22Bui+S%22">Bui S</searchLink>; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France.; CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France.; INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France.<br /><searchLink fieldCode="AU" term="%22Benlala+I%22">Benlala I</searchLink>; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France.; CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France.; INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France.<br /><searchLink fieldCode="AU" term="%22Berger+P%22">Berger P</searchLink>; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France.; CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France.; INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France.<br /><searchLink fieldCode="AU" term="%22Hutt+A%22">Hutt A</searchLink>; Department of Thoracic Imaging, Heart & Lung Institute, Lille, Cedex, France.<br /><searchLink fieldCode="AU" term="%22Liberge+R%22">Liberge R</searchLink>; Department of Radiology, CHU Nantes, F-44000, Nantes, France.<br /><searchLink fieldCode="AU" term="%22Habert+P%22">Habert P</searchLink>; Imaging Department, Hopital La Timone, APHM, Aix Marseille University, Marseille, France.<br /><searchLink fieldCode="AU" term="%22Gaubert+JY%22">Gaubert JY</searchLink>; Imaging Department, Hopital La Timone, APHM, Aix Marseille University, Marseille, France.<br /><searchLink fieldCode="AU" term="%22Baque-Juston+M%22">Baque-Juston M</searchLink>; Paediatric Radiology Department, Hôpitaux Pédiatriques de Nice CHU-Lenval, Nice, France.<br /><searchLink fieldCode="AU" term="%22Morel+B%22">Morel B</searchLink>; Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France.<br /><searchLink fieldCode="AU" term="%22Ferretti+G%22">Ferretti G</searchLink>; Department of Radiology, Grenoble-Alpes University Hospital, 38000, Grenoble, France.<br /><searchLink fieldCode="AU" term="%22Denis+de+Senneville+B%22">Denis de Senneville B</searchLink>; CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, F-33400, Talence, France.<br /><searchLink fieldCode="AU" term="%22Laurent+F%22">Laurent F</searchLink>; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France.; CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France.; INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France.<br /><searchLink fieldCode="AU" term="%22Macey+J%22">Macey J</searchLink>; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France.; CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France.; INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France.<br /><searchLink fieldCode="AU" term="%22Dournes+G%22">Dournes G</searchLink>; Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France. gael.dournes@chu-bordeaux.fr.; CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France. gael.dournes@chu-bordeaux.fr.; INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France. gael.dournes@chu-bordeaux.fr.
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