Development and validation of a convolutional neural network model in the detection of Crohn's disease erosions and ulcers by pan-enteric wireless capsule endoscopy

被引：0
|
作者：
Tamilarasan, Aravind Gokul [1 ,2 ]
Yang, Xianghui [2 ]
Haifer, Craig [2 ,3 ]
Section, Sudarshan Paramsothy [2 ,4 ,5 ]
Leong, Rupert [2 ,4 ,5 ]
机构：
[1] Royal Prince Alfred Hosp, Sydney, NSW, Australia
[2] Univ Sydney, Sydney, NSW, Australia
[3] St Vincents Hosp, Sydney, NSW, Australia
[4] Macquarie Univ Hosp, Sydney, NSW, Australia
[5] Concord Repatriat Gen Hosp, Sydney, NSW, Australia
来源：
JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY | 2024年 / 39卷
关键词：
D O I：
暂无
中图分类号：
R57 [消化系及腹部疾病];
学科分类号：
摘要：
201
引用
收藏
页码：195 / 196
页数：2
相关论文
共 50 条
  • [21] Automatic detection of erosions and ulcerations in wireless capsule endoscopy images based on a deep convolutional neural network
    Aoki, Tomonori
    Yamada, Atsuo
    Aoyama, Kazuharu
    Saito, Hiroaki
    Tsuboi, Akiyoshi
    Nakada, Ayako
    Niikura, Ryota
    Fujishiro, Mitsuhiro
    Oka, Shiro
    Ishihara, Soichiro
    Matsuda, Tomoki
    Tanaka, Shinji
    Koike, Kazuhiko
    Tada, Tomohiro
    GASTROINTESTINAL ENDOSCOPY, 2019, 89 (02) : 357 - +
  • [22] Pan-Enteric Crohn's Capsule [Eliakim] Score Reliability and Responsiveness to Change in Active Crohn's Disease
    Ukashi, Offir
    Lahat, Adi
    Ungar, Bella
    Levy, Hadar
    Finkel, Orel
    Eidler, Pinhas
    Ben-Horin, Shomron
    Eliakim, Rami
    Kopylov, Uri
    JOURNAL OF CROHNS & COLITIS, 2024, 18 (10): : 1622 - 1630
  • [23] Pan-enteric Capsule Endoscopy to Characterize Crohn's Disease Phenotypes and Predict Clinical Outcomes in Children and Adults: The Bomiro Study
    Oliva, Salvatore
    Veraldi, Silvio
    Russo, Giusy
    Aloi, Marina
    Rizzello, Fernando
    Gionchetti, Paolo
    Alvisi, Patrizia
    Labriola, Flavio
    Vecchi, Maurizio
    Eidler, Pini
    Elli, Luca
    Dussias, Nikolas
    Tontini, Gian Eugenio
    Calabrese, Carlo
    INFLAMMATORY BOWEL DISEASES, 2024,
  • [24] Development of a Convolutional Neural Network for Detection of Erosions and Ulcers With Distinct Bleeding Potential in Capsule Endoscopy (vol 23, pg 291, 2021)
    Afonso, Joao
    TECHNIQUES AND INNOVATIONS IN GASTROINTESTINAL ENDOSCOPY, 2022, 24 (02): : 219 - 219
  • [25] Additional information obtained from mucosal biopsies is limited after pan-enteric capsule endoscopy in patients with suspected Crohn's disease
    Thomsen, Sofia Hjerrild
    Zinolabedinbik, Pantea
    Brodersen, Jacob Broder
    Knudsen, Torben
    Kjeldsen, Jens
    Jensen, Michael Dam
    ENDOSCOPY INTERNATIONAL OPEN, 2023, 11 (10) : E1005 - E1012
  • [26] Adherence to a bowel cleansing regimen for pan-enteric capsule endoscopy in patients with suspected Crohn's disease and factors affecting the image quality
    Broder, B. Jacob
    Winther, A. Karina
    Jensen, M. D.
    JOURNAL OF CROHNS & COLITIS, 2021, 15 : S249 - S250
  • [27] Adherence to the bowel cleansing regimen for pan-enteric capsule endoscopy in patients with suspected Crohn's disease and factors affecting the image quality
    Brodersen, Jacob Broder
    Andersen, Karina Winther
    Jensen, Michael Dam
    SCANDINAVIAN JOURNAL OF GASTROENTEROLOGY, 2022, 57 (04) : 501 - 506
  • [28] Artificial Intelligence-assisted Analysis of Pan-enteric Capsule Endoscopy in Patients with Suspected Crohn's Disease: A Study on Diagnostic Performance
    Brodersen, Jacob Broder
    Jensen, Michael Dam
    Leenhardt, Romain
    Kjeldsen, Jens
    Histace, Aymeric
    Knudsen, Torben
    Dray, Xavier
    JOURNAL OF CROHNS & COLITIS, 2024, 18 (01): : 75 - 81
  • [29] Identification of Ulcers and Erosions by the Novel Pillcam™ Crohn's Capsule Using a Convolutional Neural Network: A Multicentre Pilot Study
    Sousa Ferreira, Joao Pedro
    da Quinta E Costa de Mascarenhas Saraiva, Miguel Jose
    Lima Afonso, Joao Pedro
    Carneiro Ribeiro, Tiago Filipe
    Casal Cardoso, Helder Manuel
    Ribeiro Andrade, Ana Patricia
    Gameiro de Mascarenhas Saraiva, Miguel Nuno
    Lages Parente, Marco Paulo
    Jorge, Renato Natal
    Oliveira Lopes, Susana Isabel
    Goncalves de Macedo, Guilherme Manuel
    JOURNAL OF CROHNS & COLITIS, 2022, 16 (01): : 169 - 172
  • [30] A CONVOLUTIONAL NEURAL NETWORK APPROACH FOR ABNORMALITY DETECTION IN WIRELESS CAPSULE ENDOSCOPY
    Sekuboyina, Anjany Kumar
    Devarakonda, Surya Teja
    Seelamantula, Chandra Sekhar
    2017 IEEE 14TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2017), 2017, : 1057 - 1060
12345