ASGE Annual Postgraduate Course: Clinical Challenges and Real-Time Decision Making in GI Endoscopy (On-demand) | May 2023-How to Get Started With AI in GI Projects

Video Transcription

Video Summary

In the video, the speaker gives practical tips on getting started with artificial intelligence (AI) projects in the field of gastroenterology. The first step is understanding the basics of AI and what it can and cannot do. The next step is identifying the specific question or problem you want to address within the field. Collaboration with AI experts and domain experts is important in narrowing down the question and determining feasibility. The type of AI project can vary, such as computer vision problems or risk prediction using electronic medical records. The speaker emphasizes the need for technical diligence in formulating the question and ensuring the AI system can meet the required performance. Additionally, business diligence is important in understanding the goals and potential outcomes of the project, whether in an academic or commercial setting. The speaker also suggests resources like institutional support, GI societies, and mentors for getting started. The importance of conducting literature reviews, building a team, and being committed to the project is emphasized. Finally, the speaker advises understanding the limitations of AI and machine learning to have realistic expectations. No credits are provided in the transcript.

Asset Subtitle

Sravanthi Parasa, MD

Keywords

artificial intelligence

gastroenterology

AI projects

computer vision

risk prediction