Gastroenterology and Artificial Intelligence: 4th Annual Global Artificial Intelligence Summit (On-Demand | August 2022-AI Solutions in Pancreas, Esophageal Motility, and Capsule Endoscopy

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This document discusses the use of artificial intelligence (AI) solutions in the field of gastroenterology, specifically in relation to pancreas, esophageal motility, and capsule endoscopy. The author highlights the clinical needs in these areas and explores how AI can address these needs. <br /><br />In terms of pancreas-related conditions, the document identifies issues such as inefficient care in the management of pancreas cysts and ineffective care in the detection of pancreas adenocarcinoma. AI-based solutions are proposed to improve the classification of pancreas cysts based on MRI scans and to predict the development of pancreas cancer using electronic health record data and machine learning algorithms.<br /><br />Regarding esophageal motility disorders, the document discusses the delayed diagnosis and the potential of AI to aid in the interpretation of diagnostic tests. Computer vision in endoscopy is explored as a means to identify endoscopic features of motility disorders, and AI algorithms are suggested to assess these features and flag possible missed diagnoses.<br /><br />In the field of capsule endoscopy, the document highlights the issue of missed lesions and the time-consuming process of reading studies. The use of AI algorithms is presented as a solution to detect obscure gastrointestinal bleeding and improve the efficiency and effectiveness of small bowel capsule endoscopy.<br /><br />In conclusion, the author acknowledges the clinical need for improved care in pancreas, esophageal motility, and small bowel diseases and suggests that AI technology can be disruptive in managing these conditions.

Asset Subtitle

Rajesh Keswani, MD

Keywords

artificial intelligence

AI solutions

gastroenterology

pancreas

esophageal motility

capsule endoscopy

pancreas cysts

pancreas adenocarcinoma

esophageal motility disorders

small bowel diseases