AOSSM 2022 Annual Meeting Recordings - no CME-Machine Learning and Artificial Intelligence in Sports Medicine: Where We Are, and Where We Are Going

Machine Learning and Artificial Intelligence in Sports Medicine: Where We Are, and Where We Are Going

Video Transcription

Video Summary

In this video, the speaker discusses the current state of artificial intelligence (AI) and its importance in various fields. They emphasize the significance of collecting high-quality data as the foundation for effective AI, citing examples of bias in Amazon's employment tool and Google's language processing program. The speaker also shares their experience in creating a lab focused on arthroplasty and highlights the four verticals of their work: big data, value-based care, small data, and imaging. They discuss the use of machine learning models, remote patient monitoring, and AI in analyzing medical imaging. The speaker encourages using AI as a tool to alleviate administrative burden in healthcare and calls for responsible AI research and application. The video ends with a discussion on leveraging CAT scan data for future AI developments.

Asset Caption

Prem Ramkumar, MD MBA

Keywords

artificial intelligence

data collection

bias in AI

arthroplasty lab

machine learning models