Artificial intelligence for automatic diagnosis and pleomorphic morphological characterization of malignant biliary strictures using digital cholangioscopy.
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| Title: | Artificial intelligence for automatic diagnosis and pleomorphic morphological characterization of malignant biliary strictures using digital cholangioscopy. |
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| Authors: | Mascarenhas M; Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal. miguelmascarenhassaraiva@gmail.com.; WGO Gastroenterology and Hepatology Training Center, Porto, Portugal. miguelmascarenhassaraiva@gmail.com.; Faculty of Medicine, University of Porto, Porto, Portugal. miguelmascarenhassaraiva@gmail.com.; Gastroenterology Department Hospital de São João, Porto, 4200-427, Portugal. miguelmascarenhassaraiva@gmail.com., Almeida MJ; Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal.; WGO Gastroenterology and Hepatology Training Center, Porto, Portugal., González-Haba M; Department of Gastroenterology, Hospital Universitario Puerta de Hierro Majadahonda, C/Joaquín Rodrigo, Majadahonda, Madrid, 28220, Spain., Castillo BA; Department of Gastroenterology, Hospital Universitario Puerta de Hierro Majadahonda, C/Joaquín Rodrigo, Majadahonda, Madrid, 28220, Spain., Widmer J; Department of Gastroenterology, New York University Langone Hospital, New York, USA., Costa A; Department of Gastroenterology, Hospital Universitario Puerta de Hierro Majadahonda, C/Joaquín Rodrigo, Majadahonda, Madrid, 28220, Spain., Fazel Y; Department of Gastroenterology, New York University Langone Hospital, New York, USA., Ribeiro T; Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal.; WGO Gastroenterology and Hepatology Training Center, Porto, Portugal.; Faculty of Medicine, University of Porto, Porto, Portugal., Mendes F; Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal.; WGO Gastroenterology and Hepatology Training Center, Porto, Portugal.; Faculty of Medicine, University of Porto, Porto, Portugal., Martins M; Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal.; WGO Gastroenterology and Hepatology Training Center, Porto, Portugal.; Faculty of Medicine, University of Porto, Porto, Portugal., Afonso J; Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal.; WGO Gastroenterology and Hepatology Training Center, Porto, Portugal.; Faculty of Medicine, University of Porto, Porto, Portugal., Cardoso P; Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal.; WGO Gastroenterology and Hepatology Training Center, Porto, Portugal.; Faculty of Medicine, University of Porto, Porto, Portugal., Mota J; Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal.; WGO Gastroenterology and Hepatology Training Center, Porto, Portugal., Fernandes J; Department of Mechanical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal., Ferreira J; Department of Mechanical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal.; DigestAID-Digestive Artificial Intelligence Development, Rua Alfredo Allen n.o 455/461, Porto, 4200-135, Portugal., Boas FV; Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal.; WGO Gastroenterology and Hepatology Training Center, Porto, Portugal.; Faculty of Medicine, University of Porto, Porto, Portugal., Pereira P; Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal.; WGO Gastroenterology and Hepatology Training Center, Porto, Portugal.; Faculty of Medicine, University of Porto, Porto, Portugal., Macedo G; Department of Gastroenterology, Precision Medicine Unit, São João University Hospital, Porto, Portugal.; WGO Gastroenterology and Hepatology Training Center, Porto, Portugal.; Faculty of Medicine, University of Porto, Porto, Portugal. |
| Source: | Scientific reports [Sci Rep] 2025 Feb 14; Vol. 15 (1), pp. 5447. Date of Electronic Publication: 2025 Feb 14. |
| Publication Type: | Journal Article; Multicenter Study |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-025-87279-y |
