Advanced ARIA (Virtual) | December 2022-Artificial Intelligence in Gastroenterology

Video Transcription

Video Summary

In the video, Dr. Coelho explores the current state of artificial intelligence (AI) in gastroenterology. She begins by explaining what AI is and its different components, such as machine learning and deep learning. Dr. Coelho then discusses the exponential growth of AI-related publications in the field of medicine, specifically in gastroenterology. She highlights various applications of AI in gastroenterology, including the detection and diagnosis of conditions such as Barrett's esophagus, esophageal and gastric cancer, eosinophilic esophagitis, motility disorders, H. pylori infection, and inflammatory bowel disease. Dr. Coelho also discusses the use of AI in quality assessment of procedures, such as colonoscopy, and the prediction of outcomes for conditions like hepatocellular carcinoma and hepatic steatosis. She emphasizes the need for diverse and high-quality datasets, as well as ethics and patient acceptability considerations in the development and implementation of AI in gastroenterology. Dr. Coelho concludes by discussing potential barriers to physician adoption of AI, such as cost and reimbursement issues, and envisions a future where AI algorithms are integrated into the endoscopy suite in a user-friendly and customizable manner. Overall, the video provides an overview of AI in gastroenterology and highlights its potential to enhance patient care and improve outcomes in various areas of the field.

Asset Subtitle

Nayantara Coelho-Prabhu, MD, FASGE

Keywords

artificial intelligence

gastroenterology

machine learning

deep learning

Barrett's esophagus

esophageal cancer

gastric cancer

eosinophilic esophagitis

motility disorders