Hager Greg

Forecasting Risk of Future Rapid Glaucoma Worsening Using Early Visual Field, OCT, and Clinical Data.

Deep learning models can forecast future rapid glaucoma worsening with modest to high performance when trained using data from early in the disease course.

Improving Visual Field Forecasting by Correcting for the Effects of Poor Visual Field Reliability.

Including all VFs in the trend estimation has more predictive power for future reliable VFs than excluding unreliable VFs. Correcting for VF reliability further improves model accuracy.