This package trains a deep learning model to estimate global visual field indices from OCT volumes. See our published paper for details:
Estimating Global Visual Field Indices in Glaucoma by Combining Macula and Optic Disc OCT Scans Using 3-Dimensional Convolutional Neural Networks by Yu H-H, Maetschke SR, Antony BJ, Ishikawa H, Wollstein G, Schuman JS and Garnavi R. Ophthalmology Glaucoma 4 102-112. [link]
Note that this code requires a .csv
file containing subject metadata that is not included in this version.