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Adhesion-related small bowel obstruction: deep learning for automatic transition-zone detection by CT

BACKGROUND: To train a machine-learning model to locate the transition zone (TZ) of adhesion-related small bowel obstruction (SBO) on CT scans. MATERIALS AND METHODS: We used 562 CTs performed in 2005–2018 in 404 patients with adhesion-related SBO. Annotation of the TZs was performed by experienced...

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Detalles Bibliográficos
Autores principales: Vanderbecq, Quentin, Ardon, Roberto, De Reviers, Antoine, Ruppli, Camille, Dallongeville, Axel, Boulay-Coletta, Isabelle, D’Assignies, Gaspard, Zins, Marc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8787000/
https://www.ncbi.nlm.nih.gov/pubmed/35072813
http://dx.doi.org/10.1186/s13244-021-01150-y