Will Transformers change gastrointestinal endoscopic image analysis? A comparative analysis between CNNs and Transformers, in terms of performance, robustness and generalization.

Autor: Kusters CHJ; Department of Electrical Engineering, Video Coding & Architectures, Eindhoven University of Technology, Eindhoven, The Netherlands. Electronic address: c.h.j.kusters@tue.nl., Jaspers TJM; Department of Electrical Engineering, Video Coding & Architectures, Eindhoven University of Technology, Eindhoven, The Netherlands., Boers TGW; Department of Electrical Engineering, Video Coding & Architectures, Eindhoven University of Technology, Eindhoven, The Netherlands., Jong MR; Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands., Jukema JB; Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands., Fockens KN; Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands., de Groof AJ; Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands., Bergman JJ; Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands., van der Sommen F; Department of Electrical Engineering, Video Coding & Architectures, Eindhoven University of Technology, Eindhoven, The Netherlands., De With PHN; Department of Electrical Engineering, Video Coding & Architectures, Eindhoven University of Technology, Eindhoven, The Netherlands.

Publikováno v: Medical image analysis [Med Image Anal] 2025 Jan; Vol. 99, pp. 103348. Date of Electronic Publication: 2024 Sep 16.

A deep learning system for detection of early Barrett's neoplasia: a model development and validation study.

Autor: 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.

Publikováno v: The Lancet. Digital health [Lancet Digit Health] 2023 Dec; Vol. 5 (12), pp. e905-e916.

Interactive 3D U-net for the segmentation of the pancreas in computed tomography scans.

Autor: Boers TGW; Faculty of Science and Technology, University of Twente, Enschede, The Netherlands., Hu Y, Gibson E, Barratt DC, Bonmati E, Krdzalic J, van der Heijden F, Hermans JJ, Huisman HJ

Publikováno v: Physics in medicine and biology [Phys Med Biol] 2020 Mar 11; Vol. 65 (6), pp. 065002. Date of Electronic Publication: 2020 Mar 11.

Directly targeting PRDM16 in thermogenic adipose tissue to treat obesity and its related metabolic diseases.

Autor: Liufeng Mao, Jinli Lu, Yunliang Hou, Tao Nie

Publikováno v: Frontiers in Endocrinology; 10/1/2024, p1-15, 15p

The novel chimeric multi-agonist peptide (GEP44) reduces energy intake and body weight in male and female diet-induced obese mice in a glucagon-like peptide-1 receptor-dependent manner.

Autor: Blevins, James E., Honeycutt, Mackenzie K., Slattery, Jared D., Goldberg, Matvey, Rambousek, June R., Tsui, Edison, Dodson, Andrew D., Shelton, Kyra A., Salemeh, Therese S., Elfers, Clinton T., Chichura, Kylie S., Ashlaw, Emily F., Zraika, Sakeneh, Doyle, Robert P., Roth, Christian L.

Publikováno v: Frontiers in Endocrinology; 2024, p1-19, 19p