Artificial Intelligence and Endo-Histo-OMICs: New Dimensions of Precision Endoscopy and Histology in Inflammatory Bowel Disease

Marietta Iacucci, Ujwala Kiran, Enrico Grisan, Giovanni Santacroce, Irene Zanmarchi, Y. Maeda, Rocio Del Amor, Pablo Meseguer, Bisi Bode Kolawole, A. Di Sabatino, S. Danese, Y. Mori, V. Naranjo, S. Ghosh

Research output: Contribution to journalReview articlepeer-review

11 Citations (Scopus)
6 Downloads (Pure)

Abstract

Integrating artificial intelligence into inflammatory bowel disease (IBD) has the potential to revolutionise clinical practice and research. Artificial intelligence harnesses advanced algorithms to deliver accurate assessments of IBD endoscopy and histology, offering precise evaluations of disease activity, standardised scoring, and outcome prediction. Furthermore, artificial intelligence offers the potential for a holistic endo-histo-omics approach by interlacing and harmonising endoscopy, histology, and omics data towards precision medicine. The emerging applications of artificial intelligence could pave the way for personalised medicine in IBD, offering patient stratification for the most beneficial therapy with minimal risk. Although artificial intelligence holds promise, challenges remain, including data quality, standardisation, reproducibility, scarcity of randomised controlled trials, clinical implementation, ethical concerns, legal liability, and regulatory issues. The development of standardised guidelines and interdisciplinary collaboration, including policy makers and regulatory agencies, is crucial for addressing these challenges and advancing artificial intelligence in IBD clinical practice and trials.
Original languageEnglish
Pages (from-to)758-772
Number of pages15
JournalThe Lancet Gastroenterology and Hepatology
Volume9
Issue number8
DOIs
Publication statusPublished - 14 May 2024

Keywords

  • advanced endoscopy; artificial intelligence; Endo-Histo-OMICs; endoscopy; histology; Inflammatory Bowel Disease; OMICs; precision medicine

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