JAMA Medical News AI and Clinical Practice—AI and the Ethics of Developing and Deploying Clinical AI Models
Feb 7, 2024
Marzyeh Ghassemi, MIT professor, discusses ethical AI in clinical practice. Topics include biases in AI, disparities in model performance, data quality issues, labeling data correctly, ethical responsibilities of developers, and the dangers of automation bias in healthcare technology.
Chapters
Transcript
Episode notes
1 2 3 4 5
Introduction
00:00 • 3min
Exploring Factors Influencing Performance of Machine Learning Models in Healthcare and Beyond
02:31 • 4min
Exploring Data Labeling, Feature Inclusion, and Ethical Machine Learning
06:53 • 3min
Ethical Machine Learning in Clinical Practice
10:15 • 7min
Exploring Automation Bias and Over-Reliance in Clinical AI Models
17:40 • 7min