6th Global Gastroenterology and Artificial Intelligence Summit (Live) | September 2024-Advances in AI in Gastroenterology: Recent Breakthroughs and Innovations

Pdf Summary

The document authored by Dr. Cadman Leggett from Mayo Clinic outlines the top 10 recent AI advancements in gastroenterology, specifically focusing on innovations that are expected to be integrated into endosuites soon. The document emphasizes the human-ranked breakthroughs within the last year, though it is comprehensive but not exhaustive. <br /><br />At number 10, Computer Aided Detection (CADe) technologies like COLO-DETECT and tools for esophageal squamous cell carcinoma are highlighted for significantly improving polyp detection during colonoscopy. Ranked at number 9, Computer Aided Diagnosis (CADx) tools are evaluated for their ability to handle colorectal polyps without causing additional harm, though improvements are still necessary for greater trust and accuracy.<br /><br />Computer Aided Quality (CADq) tools, ranked eighth, show promise in enhancing effective withdrawal time (EWT) and monitoring blind spots during endoscopy, improving detection rates and reducing oversight. Digital tools, such as those for polyp size estimation and phase recognition during endoscopic submucosal dissection (ranked seventh), demonstrate significant accuracy improvements over traditional methods.<br /><br />Capsule endoscopy AI ranks sixth, indicating readiness for broader implementation. Automated documentation in both upper and lower GI processes (ranked fifth) aims to streamline and enhance record-keeping accuracy.<br /><br />Patient-centered AI ranks fourth with innovations like AI models predicting bowel preparation success and AI-powered Dr. ChatGPT providing largely accurate, specialist-reviewed medical advice. The document cautions about the consistency and adaptability of generative AI models.<br /><br />The third-ranked digital endoscopy ecosystem, represented by the Sony NUCLeUS Smart Imaging Platform, offers extensive integration features, including cloud-based AI and automated video recording. Digital pathology ranks second, providing tools for accurate grading and prognostic assessments for conditions like Barrett's Esophagus.<br /><br />At the top, precision endoscopy is highlighted for its ability to provide AI-powered, objective assessments in inflammatory bowel diseases, promising significant improvements in disease activity monitoring, prognosis, and treatment response. <br /><br />The focus reflects the significant role AI is poised to play in the future of gastroenterology, revolutionizing diagnostics, treatment, and patient care.

Asset Subtitle

Cadman Leggett, MD

Keywords

AI advancements

gastroenterology

endosuites

Computer Aided Detection

polyp detection

Computer Aided Diagnosis

endoscopy

capsule endoscopy

digital pathology

precision endoscopy