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ASGE Masterclass: Artificial Intelligence 101 (On- ...
Clinical Evaluation of ML Algorithms in Gastroente ...
Clinical Evaluation of ML Algorithms in Gastroenterology
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Video Transcription
Video Summary
The video transcript discusses the clinical evaluation of machine learning algorithms in gastroenterology, focusing on computer-aided polyp detection and diagnosis. The speaker highlights the need for evidence to support the adoption of these tools and discusses potential benefits and considerations. The field of gastroenterology leads in evaluating AI tools, particularly in polyp detection. Studies show improvements in adenoma detection, especially for small adenomas. Challenges remain in detecting larger polyps, particularly sessile polyps in the right colon. The transcript also touches on future applications of AI in endoscopy and the importance of physicians working with AI tools to enhance patient care.
Asset Subtitle
Tyler Berzin MD, MS, FASGE
Keywords
machine learning algorithms
gastroenterology
computer-aided polyp detection
adenoma detection
AI in endoscopy
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