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A deep learning system for detection of early Barrett's neoplasia: a model development and validation study.
Fockens, K N; Jong, M R; Jukema, J B; Boers, T G W; Kusters, C H J; van der Putten, J A; Pouw, R E; Duits, L C; Montazeri, N S M; van Munster, S N; Weusten, B L A M; Alvarez Herrero, L; Houben, M H M G; Nagengast, W B; Westerhof, J; Alkhalaf, A; Mallant-Hent, R C; Scholten, P; Ragunath, K; Seewald, S; Elbe, P; Baldaque-Silva, F; Barret, M; Ortiz Fernández-Sordo, J; Villarejo, G Moral; Pech, O; Beyna, T; van der Sommen, F; de With, P H; de Groof, A J; Bergman, J J.
Afiliação
  • Fockens KN; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.
  • Jong MR; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.
  • Jukema JB; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.
  • Boers TGW; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands.
  • Kusters CHJ; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands.
  • van der Putten JA; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands.
  • Pouw RE; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.
  • Duits LC; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.
  • Montazeri NSM; Biostatistics Unit, Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.
  • van Munster SN; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Gastroenterology and Hepatology, St Antonius Hospital, Nieuwegein, Netherlands.
  • Weusten BLAM; Department of Gastroenterology and Hepatology, UMC Utrecht, University of Utrecht, Utrecht, Netherlands; Department of Gastroenterology and Hepatology, St Antonius Hospital, Nieuwegein, Netherlands.
  • Alvarez Herrero L; Department of Gastroenterology and Hepatology, St Antonius Hospital, Nieuwegein, Netherlands.
  • Houben MHMG; Department of Gastroenterology and Hepatology, HagaZiekenhuis Den Haag, Den Haag, Netherlands.
  • Nagengast WB; Department of Gastroenterology and Hepatology, UMC Groningen, University of Groningen, Groningen, Netherlands.
  • Westerhof J; Department of Gastroenterology and Hepatology, UMC Groningen, University of Groningen, Groningen, Netherlands.
  • Alkhalaf A; Department of Gastroenterology and Hepatology, Isala Hospital Zwolle, Zwolle, Netherlands.
  • Mallant-Hent RC; Department of Gastroenterology and Hepatology, Flevoziekenhuis Almere, Almere, Netherlands.
  • Scholten P; Department of Gastroenterology and Hepatology, Onze Lieve Vrouwe Gasthuis, Amsterdam, Netherlands.
  • Ragunath K; Department of Gastroenterology and Hepatology, Royal Perth Hospital, Curtin University, Perth, WA, Australia.
  • Seewald S; Department of Gastroenterology and Hepatology, Hirslanden Klinik, Zurich, Switzerland.
  • Elbe P; Department of Digestive Diseases, Karolinska University Hospital, Stockholm, Sweden; Division of Surgery, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden.
  • Baldaque-Silva F; Department of Digestive Diseases, Karolinska University Hospital, Stockholm, Sweden; Center for Advanced Endoscopy Carlos Moreira da Silva, Gastroenterology Department, Pedro Hispano Hospital, Matosinhos, Portugal.
  • Barret M; Department of Gastroenterology and Hepatology, Cochin Hospital Paris, Paris, France.
  • Ortiz Fernández-Sordo J; Department of Gastroenterology and Hepatology, Nottingham University Hospitals NHS Trust, Nottingham, UK.
  • Villarejo GM; Department of Gastroenterology and Hepatology, Nottingham University Hospitals NHS Trust, Nottingham, UK.
  • Pech O; Department of Gastroenterology and Hepatology, St John of God Hospital, Regensburg, Germany.
  • Beyna T; Department of Gastroenterology and Hepatology, Evangalisches Krankenhaus Düsseldorf, Düsseldorf, Germany.
  • van der Sommen F; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands.
  • de With PH; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands.
  • de Groof AJ; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.
  • Bergman JJ; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands. Electronic address: j.j.bergman@amsterdamumc.nl.
Lancet Digit Health ; 5(12): e905-e916, 2023 12.
Article em En | MEDLINE | ID: mdl-38000874
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Esôfago de Barrett / Neoplasias Esofágicas / Aprendizado Profundo Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article
Texto completo
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XML
PubMed Links
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Esôfago de Barrett / Neoplasias Esofágicas / Aprendizado Profundo Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article