Artificial Intelligence in Inflammatory Bowel Disease Endoscopy: Implications for Clinical Trials

PICaSSO Histologic Remission Index (PHRI) in ulcerative colitis: development of a novel simplified histological score for monitoring mucosal healing and predicting clinical outcomes and its applicability in an artificial intelligence system

(2022) Xianyong Gui et al.   GUT

Evolution and New Horizons of Endoscopy in Inflammatory Bowel Diseases

(2022) Tommaso Lorenzo Parigi et al.   Journal of Clinical Medicine

Artificial Endoscopy and Inflammatory Bowel Disease: Welcome to the Future

(2022) Virginia Solitano et al.   Journal of Clinical Medicine

Performance measures for colonoscopy in inflammatory bowel disease patients: European Society of Gastrointestinal Endoscopy (ESGE) Quality Improvement Initiative

(2022) Evelien Dekker et al.   ENDOSCOPY

The Performance of the Rutgeerts Score, SES-CD, and MM-SES-CD for Prediction of Postoperative Clinical Recurrence in Crohn’s Disease

(2022) Neeraj Narula et al.   INFLAMMATORY BOWEL DISEASES

A Systematic Review of Artificial Intelligence and Machine Learning Applications to Inflammatory Bowel Disease, with Practical Guidelines for Interpretation

(2022) Imogen S Stafford et al.   INFLAMMATORY BOWEL DISEASES

An International Multicenter Real-Life Prospective Study of Electronic Chromoendoscopy Score PICaSSO in Ulcerative Colitis

(2021) Marietta Iacucci et al.   GASTROENTEROLOGY

STRIDE-II: An Update on the Selecting Therapeutic Targets in Inflammatory Bowel Disease (STRIDE) Initiative of the International Organization for the Study of IBD (IOIBD): Determining Therapeutic Goals for Treat-to-Target strategies in IBD

(2021) Dan Turner et al.   GASTROENTEROLOGY

Challenges and Opportunities in IBD Clinical Trial Design

(2021) Marla C. Dubinsky et al.   GASTROENTEROLOGY

Predicting endoscopic remission in Crohn’s disease by the modified multiplier SES-CD (MM-SES-CD)

(2021) Neeraj Narula et al.   GUT

Artificial intelligence applications in inflammatory bowel disease: Emerging technologies and future directions

(2021) John Gubatan et al.   WORLD JOURNAL OF GASTROENTEROLOGY

Raman spectroscopy accurately differentiates mucosal healing from non-healing and biochemical changes following biological therapy in inflammatory bowel disease

(2021) Samuel C. L. Smith et al.   PLoS One

Artificial Intelligence Enhances Studies on Inflammatory Bowel Disease

(2021) Guihua Chen et al.   Frontiers in Bioengineering and Biotechnology

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

IL-1-driven stromal–neutrophil interactions define a subset of patients with inflammatory bowel disease that does not respond to therapies

(2021) Matthias Friedrich et al.   NATURE MEDICINE

Editorial: histologic normalisation in ulcerative colitis. Authors' reply

(2020) Kelly C. Cushing et al.   ALIMENTARY PHARMACOLOGY & THERAPEUTICS

Use of Artificial Intelligence-Based Analytics From Live Colonoscopies to Optimize the Quality of the Colonoscopy Examination in Real Time: Proof of Concept

(2020) Shyam Thakkar et al.   GASTROENTEROLOGY

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

Big data in IBD: big progress for clinical practice

(2020) Nasim Sadat Seyed Tabib et al.   GUT

An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy

(2020) Sharib Ali et al.   Scientific Reports

Detection of colorectal adenomas with a real-time computer-aided system (ENDOANGEL): a randomised controlled study

(2020) Dexin Gong et al.   Lancet Gastroenterology & Hepatology

Effect of a deep-learning computer-aided detection system on adenoma detection during colonoscopy (CADe-DB trial): a double-blind randomised study

(2020) Pu Wang et al.   Lancet Gastroenterology & Hepatology

Deep Learning Accurately Predicts Endoscopic and Histologic Remission in Ulcerative Colitis: What the Eye Does Not See, the Artificial Mind Does Actually Know

(2020) Ariela K. Holmer et al.   GASTROENTEROLOGY

Cost savings in colonoscopy with artificial intelligence–aided polyp diagnosis: an add-on analysis of a clinical trial (with video)

(2020) Yuichi Mori et al.   GASTROINTESTINAL ENDOSCOPY

Impact of various central endoscopy reading models on treatment outcome in Crohn’s disease using data from the randomized, controlled, exploratory cohort arm of the BERGAMOT trial

(2020) Walter Reinisch et al.   GASTROINTESTINAL ENDOSCOPY

What’s new in IBD therapy: an “omics network” approach

(2020) Claudio Fiocchi et al.   PHARMACOLOGICAL RESEARCH

Artificial Intelligence for Polyp Detection during Colonoscopy: A Systematic Review and Meta-Analysis

(2020) Ishita Barua et al.   ENDOSCOPY

Regulatory considerations for artificial intelligence technologies in GI endoscopy

(2020) Trent Walradt et al.   GASTROINTESTINAL ENDOSCOPY

Position statement on priorities for artificial intelligence in GI endoscopy: a report by the ASGE Task Force

(2020) Tyler M. Berzin et al.   GASTROINTESTINAL ENDOSCOPY

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

(2020) Yasuharu Maeda et al.   ENDOSCOPY

Central reading of ulcerative colitis clinical trial videos using neural networks

(2020) Klaus Gottlieb et al.   GASTROENTEROLOGY

A deep learning framework for quality assessment and restoration in video endoscopy

(2020) Sharib Ali et al.   MEDICAL IMAGE ANALYSIS

Randomised controlled trial of WISENSE, a real-time quality improving system for monitoring blind spots during esophagogastroduodenoscopy

(2019) Lianlian Wu et al.   GUT

Real-time automatic detection system increases colonoscopic polyp and adenoma detection rates: a prospective randomised controlled study

(2019) Pu Wang et al.   GUT

Endoscopic scoring systems for the evaluation and monitoring of disease activity in Crohn's disease

(2019) Lara Hart et al.   BEST PRACTICE & RESEARCH IN CLINICAL GASTROENTEROLOGY

Scoring endoscopic disease activity in IBD: artificial intelligence sees more and better than we do

(2019) Peter Bossuyt et al.   GUT

MAPGI: Accurate identification of anatomical landmarks and diseased tissue in gastrointestinal tract using deep learning

(2019) Timothy Cogan et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Comparing blind spots of unsedated ultrafine, sedated, and unsedated conventional gastroscopy with and without artificial intelligence: a prospective, single-blind, 3-parallel-group, randomized, single-center trial

(2019) Di Chen et al.   GASTROINTESTINAL ENDOSCOPY

Artificial Intelligence for Clinical Trial Design

(2019) Stefan Harrer et al.   TRENDS IN PHARMACOLOGICAL SCIENCES

The impact of artificial intelligence in medicine on the future role of the physician

(2019) Abhimanyu S. Ahuja   PeerJ

Application of Artificial Intelligence to Gastroenterology and Hepatology

(2019) Catherine Le Berre et al.   GASTROENTEROLOGY

Predicting corticosteroid-free endoscopic remission with vedolizumab in ulcerative colitis

(2018) A. K. Waljee et al.   ALIMENTARY PHARMACOLOGY & THERAPEUTICS

Multi-omics differentially classify disease state and treatment outcome in pediatric Crohn’s disease

(2018) Gavin M. Douglas et al.   Microbiome

Estimated Costs of Pivotal Trials for Novel Therapeutic Agents Approved by the US Food and Drug Administration, 2015-2016

(2018) Thomas J. Moore et al.   JAMA Internal Medicine

Artificial Intelligence-Assisted Gastroenterology— Promises and Pitfalls

(2018) James K. Ruffle et al.   AMERICAN JOURNAL OF GASTROENTEROLOGY

High-performance medicine: the convergence of human and artificial intelligence

(2018) Eric J. Topol   NATURE MEDICINE

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

(2018) Tsuyoshi Ozawa et al.   GASTROINTESTINAL ENDOSCOPY

Development and reliability of the new endoscopic virtual chromoendoscopy score: the PICaSSO (Paddington International Virtual ChromoendoScopy ScOre) in ulcerative colitis

(2017) Marietta Iacucci et al.   GASTROINTESTINAL ENDOSCOPY

Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning model

(2017) Michael F Byrne et al.   GUT

Machine Learning Algorithms for Objective Remission and Clinical Outcomes with Thiopurines

(2017) Akbar K. Waljee et al.   Journal of Crohns & Colitis

Agreement of site and central readings of ileocolonoscopic scores in Crohn's disease: comparison using data from the EXTEND trial

(2016) Paul Rutgeerts et al.   GASTROINTESTINAL ENDOSCOPY

Mitigating the Effects of Nonadherence in Clinical Trials

(2016) Thomas M. Shiovitz et al.   JOURNAL OF CLINICAL PHARMACOLOGY

Implementation of the simple endoscopic activity score in crohn's disease

(2016) Efstratios Koutroumpakis et al.   Saudi Journal of Gastroenterology

Selecting Therapeutic Targets in Inflammatory Bowel Disease (STRIDE): Determining Therapeutic Goals for Treat-to-Target

(2015) L Peyrin-Biroulet et al.   AMERICAN JOURNAL OF GASTROENTEROLOGY

Longer Withdrawal Time Is Associated With a Reduced Incidence of Interval Cancer After Screening Colonoscopy

(2015) Aasma Shaukat et al.   GASTROENTEROLOGY

Beyond endoscopic mucosal healing in UC: histological remission better predicts corticosteroid use and hospitalisation over 6 years of follow-up

(2015) Robert V Bryant et al.   GUT

The Impact of Clinical Information on the Assessment of Endoscopic Activity: Characteristics of the Ulcerative Colitis Endoscopic Index Of Severity [UCEIS]

(2015) Simon P. L. Travis et al.   Journal of Crohns & Colitis

The Modified Mayo Endoscopic Score (MMES): A New Index for the Assessment of Extension and Severity of Endoscopic Activity in Ulcerative Colitis Patients

(2015) Triana Lobatón et al.   Journal of Crohns & Colitis

Robust clinical outcome prediction based on Bayesian analysis of transcriptional profiles and prior causal networks

(2014) Kourosh Zarringhalam et al.   BIOINFORMATICS

Reliability and Initial Validation of the Ulcerative Colitis Endoscopic Index of Severity

(2013) Simon P.L. Travis et al.   GASTROENTEROLOGY

The Role of Centralized Reading of Endoscopy in a Randomized Controlled Trial of Mesalamine for Ulcerative Colitis

(2013) Brian G. Feagan et al.   GASTROENTEROLOGY

Improving Case Definition of Crohnʼs Disease and Ulcerative Colitis in Electronic Medical Records Using Natural Language Processing

(2013) Ashwin N. Ananthakrishnan et al.   INFLAMMATORY BOWEL DISEASES

Classification of inflammatory bowel diseases by means of Raman spectroscopic imaging of epithelium cells

(2012) Christiane Bielecki et al.   JOURNAL OF BIOMEDICAL OPTICS

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