Artificial Endoscopy and Inflammatory Bowel Disease: Welcome to the Future

Identification of Ulcers and Erosions by the Novel Pillcam™ Crohn’s Capsule Using a Convolutional Neural Network: A Multicentre Pilot Study

(2021) João Pedro Sousa Ferreira et al.   Journal of Crohns & Colitis

Role of Artificial Intelligence in Video Capsule Endoscopy

(2021) Ioannis Tziortziotis et al.   Diagnostics

A deep learning framework for autonomous detection and classification of Crohnʼs disease lesions in the small bowel and colon with capsule endoscopy

(2021) Tomáš Majtner et al.   Endoscopy International Open

Evaluation in real-time use of artificial intelligence during colonoscopy to predict relapse of ulcerative colitis: a prospective study

(2021) Yasuharu Maeda et al.   GASTROINTESTINAL ENDOSCOPY

Artificial intelligence in gastrointestinal endoscopy

(2020) Ahmad El Hajjar et al.   CHINESE MEDICAL JOURNAL

Development and Validation of a Deep Neural Network for Accurate Evaluation of Endoscopic Images From Patients with Ulcerative Colitis

(2020) Kento Takenaka et al.   GASTROENTEROLOGY

Automatic, computer-aided determination of endoscopic and histological inflammation in patients with mild to moderate ulcerative colitis based on red density

(2020) Peter Bossuyt et al.   GUT

Efficacy of Real-Time Computer-Aided Detection of Colorectal Neoplasia in a Randomized Trial

(2020) Alessandro Repici et al.   GASTROENTEROLOGY

Is artificial intelligence a superior diagnostician in ulcerative colitis?

(2020) Shuhei Fukunaga et al.   ENDOSCOPY

Performance of artificial intelligence for colonoscopy regarding adenoma and polyp detection: a meta-analysis

(2020) Cesare Hassan et al.   GASTROINTESTINAL ENDOSCOPY

Ulcer severity grading in video-capsule images of Crohn’s disease patients: an ordinal neural network solution

(2020) Barash Yiftach et al.   GASTROINTESTINAL ENDOSCOPY

Computer-aided detection–assisted colonoscopy: classification and relevance of false positives

(2020) Cesare Hassan et al.   GASTROINTESTINAL ENDOSCOPY

Detecting ulcerative colitis from colon samples using efficient feature selection and machine learning

(2020) Hanieh Marvi Khorasani et al.   Scientific Reports

Artificial intelligence in endoscopy: present and future perspectives

(2020) Kazuki Sumiyama et al.   Digestive Endoscopy

Artificial intelligence‐assisted endoscopy changes the definition of mucosal healing in ulcerative colitis

(2020) Hiroshi Nakase et al.   Digestive Endoscopy

Can artificial intelligence help to detect dysplasia in patients with ulcerative colitis?

(2020) Yasuharu Maeda et al.   ENDOSCOPY

Deep learning enabled classification of Mayo endoscopic subscore in patients with ulcerative colitis

(2020) Hriday P. Bhambhvani et al.   EUROPEAN JOURNAL OF GASTROENTEROLOGY & HEPATOLOGY

Central reading of ulcerative colitis clinical trial videos using neural networks

(2020) Klaus Gottlieb et al.   GASTROENTEROLOGY

Fully automated endoscopic disease activity assessment in ulcerative colitis

(2020) Heming Yao et al.   GASTROINTESTINAL ENDOSCOPY

Is artificial intelligence the final answer to missed polyps in colonoscopy?

(2020) Thomas KL Lui et al.   WORLD JOURNAL OF GASTROENTEROLOGY

Automated Detection of Crohn’s Disease Intestinal Strictures on Capsule Endoscopy Images Using Deep Neural Networks

(2020) Eyal Klang et al.   Journal of Crohns & Colitis

Artificial Intelligence-assisted System Improves Endoscopic Identification of Colorectal Neoplasms

(2019) Shin-ei Kudo et al.   Clinical Gastroenterology and Hepatology

Deep learning algorithms for automated detection of Crohn’s disease ulcers by video capsule endoscopy

(2019) Eyal Klang et al.   GASTROINTESTINAL ENDOSCOPY

New artificial intelligence system: first validation study versus experienced endoscopists for colorectal polyp detection

(2019) Cesare Hassan et al.   GUT

ECCO-ESGAR Guideline for Diagnostic Assessment in IBD Part 1: Initial diagnosis, monitoring of known IBD, detections of complications

(2018) Christian Maaser et al.   Journal of Crohns & Colitis

Automated polyp detection in the colorectum: a prospective study (with videos)

(2018) Peter Klare et al.   GASTROINTESTINAL ENDOSCOPY

Artificial intelligence in healthcare

(2018) Kun-Hsing Yu et al.   Nature Biomedical Engineering

Quantitative assessment of mucosal architecture using computer-based analysis of confocal laser endomicroscopy in inflammatory bowel diseases

(2018) Lucille Quénéhervé et al.   GASTROINTESTINAL ENDOSCOPY

Automatic detection of erosions and ulcerations in wireless capsule endoscopy images based on a deep convolutional neural network

(2018) Tomonori Aoki et al.   GASTROINTESTINAL ENDOSCOPY

Fully automated diagnostic system with artificial intelligence using endocytoscopy to identify the presence of histologic inflammation associated with ulcerative colitis (with video)

(2018) Yasuharu Maeda et al.   GASTROINTESTINAL ENDOSCOPY

Novel computer-assisted diagnosis system for endoscopic disease activity in patients with ulcerative colitis

(2018) Tsuyoshi Ozawa et al.   GASTROINTESTINAL ENDOSCOPY

Computer-aided detection of early Barrett’s neoplasia using volumetric laser endomicroscopy

(2017) Anne-Fré Swager et al.   GASTROINTESTINAL ENDOSCOPY

Third European Evidence-based Consensus on Diagnosis and Management of Ulcerative Colitis. Part 1: Definitions, Diagnosis, Extra-intestinal Manifestations, Pregnancy, Cancer Surveillance, Surgery, and Ileo-anal Pouch Disorders

(2017) Fernando Magro et al.   Journal of Crohns & Colitis

Crohn Disease: Epidemiology, Diagnosis, and Management

(2017) Joseph D. Feuerstein et al.   MAYO CLINIC PROCEEDINGS

Classification of Paediatric Inflammatory Bowel Disease using Machine Learning

(2017) E. Mossotto et al.   Scientific Reports

Histological Disease Activity as a Predictor of Clinical Relapse Among Patients With Ulcerative Colitis: Systematic Review and Meta-Analysis

(2016) Sunhee Park et al.   AMERICAN JOURNAL OF GASTROENTEROLOGY

Potential of hybrid adaptive filtering in inflammatory lesion detection from capsule endoscopy images

(2016) Vasileios S Charisis et al.   WORLD JOURNAL OF GASTROENTEROLOGY

Current evidence supporting mucosal healing and deep remission as important treatment goals for inflammatory bowel disease

(2016) Guillaume Pineton de Chambrun et al.   Expert Review of Gastroenterology & Hepatology

Impact of Drug Therapy and Surgery on Quality of Life in Crohnʼs Disease

(2015) Emily K. Wright et al.   INFLAMMATORY BOWEL DISEASES

Deep learning

(2015) Yann LeCun et al.   NATURE

Mucosal healing in Crohn's disease — Are we reaching as far as possible with capsule endoscopy?

(2014) Pedro Boal Carvalho et al.   Journal of Crohns & Colitis

The Prevalence and Outcome of Jejunal Lesions Visualized by Small Bowel Capsule Endoscopy in Crohn’s Disease

(2013) Mathurin Flamant et al.   INFLAMMATORY BOWEL DISEASES

Validation of the Capsule Endoscopy Crohn’s Disease Activity Index (CECDAI or Niv score): a multicenter prospective study

(2011) Y. Niv et al.   ENDOSCOPY

Developing an instrument to assess the endoscopic severity of ulcerative colitis: the Ulcerative Colitis Endoscopic Index of Severity (UCEIS)

(2011) Simon P L Travis et al.   GUT

Assessment of Crohn’s Disease Lesions in Wireless Capsule Endoscopy Images

(2011) R. Kumar et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Clinical implications of mucosal healing for the management of IBD

(2009) Guillaume Pineton de Chambrun et al.   Nature Reviews Gastroenterology & Hepatology