Deep learning in medical image analysis: introduction to underlying principles and reviewer guide using diagnostic case studies in paediatrics.

Autor: Dubois C; Centre of Research in Epidemiology and Statistics, Inserm UMR 1153, Université Paris Cité, 75014 Paris, France., Eigen D; Clarifai, New York, NY, USA., Delmas E; Department of Paediatric Neurology, Robert Debré Hospital, Assistance Publique-Hôpitaux de Paris (APHP), Université Paris Cité, Paris, France., Einfalt M; Department of Paediatric Gastroenterology, Trousseau Hospital, APHP, Sorbonne Université, Paris, France., Lemaçon C; Department of Paediatric Gastroenterology, Robert Debré Hospital, APHP, Université Paris Cité, Paris, France., Berteloot L; Department of Paediatric Radiology, Necker Hospital, APHP, Université Paris Cité, Paris, France., Bossuyt PM; Department of Epidemiology and Data Science, Amsterdam Public Health, Amsterdam UMC, Location University of Amsterdam, Amsterdam, Netherlands., Drummond D; Department of Paediatric Pulmonology and Allergology, Necker Hospital, APHP, Université Paris Cité, Paris, France., Scherdel P; Centre of Research in Epidemiology and Statistics, Inserm UMR 1153, Université Paris Cité, 75014 Paris, France., Simon F; Department of Paediatric Otolaryngology, Necker Hospital, APHP, Université Paris Cité, Paris, France., Torchin H; Centre of Research in Epidemiology and Statistics, Inserm UMR 1153, Université Paris Cité, 75014 Paris, France.; Department of Neonatology, Port-Royal Hospital, APHP, Université Paris Cité, Paris, France., Vali Y; Department of Epidemiology and Data Science, Amsterdam Public Health, Amsterdam UMC, Location University of Amsterdam, Amsterdam, Netherlands., Bloch I; Sorbonne Université, CNRS, LIP6, Paris, and LTCI (Laboratoire Traitement et Communication de l'Information), Télécom Paris, Institut Polytechnique de Paris, France., Cohen JF; Centre of Research in Epidemiology and Statistics, Inserm UMR 1153, Université Paris Cité, 75014 Paris, France jeremie.cohen@inserm.fr.; Department of General Paediatrics and Paediatric Infectious Diseases, Necker Hospital, APHP, Université Paris Cité, Paris, France.
Jazyk: angličtina
Zdroj: BMJ (Clinical research ed.) [BMJ] 2024 Nov 21; Vol. 387, pp. e076703. Date of Electronic Publication: 2024 Nov 21.
DOI: 10.1136/bmj-2023-076703
Abstrakt: Competing Interests: Competing interests: All authors have completed the ICMJE uniform disclosure form at www.icmje.org/disclosure-of-interest/ and declare: support from the Fondation Université Paris Cité for the submitted work; DE is an employee of Clarifai, USA; the other authors declare no support from any organisation for the submitted work; no financial relationships with any organisations that might have an interest in the submitted work in the previous three years; no other relationships or activities that could appear to have influenced the submitted work.
Databáze: MEDLINE