Unmasking Bias and Embracing Uncertainty with AI to Accelerate Ophthalmology
Time: 10:00 am
day: Conference Day One
Details:
- Discussing how biases impact diagnostic accuracy, particularly for underrepresented groups
- Presenting current or emerging methods to identify and reduce bias, such as reweighting datasets or algorithmic fairness interventions
- Proposing new ways to standardize datasets, external validations, or uncertainty metrics specific to ophthalmic AI
