Deep Learning Algorithms for Age-Related Macular Degeneration
On Wednesday September 21 at 10.30h, Bart Liefers will defend his PhD thesis on Deep Learning algorithms for Age-Related Macular Degeneration. The PhD defense will take place at the Aula of the Radboud University and will be streamed online at this link.
His thesis is devoted to the applications of deep learning algorithms for automated analysis of retinal images. It contains chapters on:
- Automatic detection of the foveal center in OCT scans (Chapter 2);
- Segmentation of retinal layers and geographic atrophy (Chapter 3);
- Segmentation of geographic atrophy on color fundus (Chapter 4);
- Quantification of key retinal features in early and late AMD. (Chapter 5).