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

Affiliations

• ¹ Centre of Research in Epidemiology and Statistics, Inserm UMR 1153, Université Paris Cité, 75014 Paris, France.
• ² Clarifai, New York, NY, USA.
• ³ Department of Paediatric Neurology, Robert Debré Hospital, Assistance Publique-Hôpitaux de Paris (APHP), Université Paris Cité, Paris, France.
• ⁴ Department of Paediatric Gastroenterology, Trousseau Hospital, APHP, Sorbonne Université, Paris, France.
• ⁵ Department of Paediatric Gastroenterology, Robert Debré Hospital, APHP, Université Paris Cité, Paris, France.
• ⁶ Department of Paediatric Radiology, Necker Hospital, APHP, Université Paris Cité, Paris, France.
• ⁷ Department of Epidemiology and Data Science, Amsterdam Public Health, Amsterdam UMC, Location University of Amsterdam, Amsterdam, Netherlands.
• ⁸ Department of Paediatric Pulmonology and Allergology, Necker Hospital, APHP, Université Paris Cité, Paris, France.
• ⁹ Department of Paediatric Otolaryngology, Necker Hospital, APHP, Université Paris Cité, Paris, France.
• ¹⁰ Department of Neonatology, Port-Royal Hospital, APHP, Université Paris Cité, Paris, France.
• ¹¹ Sorbonne Université, CNRS, LIP6, Paris, and LTCI (Laboratoire Traitement et Communication de l'Information), Télécom Paris, Institut Polytechnique de Paris, France.
• ¹² Centre of Research in Epidemiology and Statistics, Inserm UMR 1153, Université Paris Cité, 75014 Paris, France jeremie.cohen@inserm.fr.
• ¹³ Department of General Paediatrics and Paediatric Infectious Diseases, Necker Hospital, APHP, Université Paris Cité, Paris, France.