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Scoping out the future: The application of artificial intelligence to gastrointestinal endoscopy
Scott B Minchenberg1, Trent Walradt1, Jeremy R Glissen Brown2
1Department of Internal Medicine, Beth Israel Deaconess Medical Center, Boston, MA 02130, United States.
Abstract:
Artificial intelligence (AI) is a quickly expanding field in gastrointestinal endoscopy. Although there are a myriad of applications of AI ranging from identification of bleeding to predicting outcomes in patients with inflammatory bowel disease, a great deal of research has focused on the identification and classification of gastrointestinal malignancies. Several of the initial randomized, prospective trials utilizing AI in clinical medicine have centered on polyp detection during screening colonoscopy. In addition to work focused on colorectal cancer, AI systems have also been applied to gastric, esophageal, pancreatic, and liver cancers. Despite promising results in initial studies, the generalizability of most of these AI systems have not yet been evaluated. In this article we review recent developments in the field of AI applied to gastrointestinal oncology.
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