Diabetic retinopathy, Age-related macular degeneration as well as glaucoma are the main retinal diseases. Suffering from these can lead to blindness and their progression in developed and developing countries raises high concerns. Therefore, effective and early diagnosis and treatment are highly desired. Currently, retinal medical imaging is one of the main diagnostic means for eye diseases. This talk will address the latest Computer Aided Diagnosis techniques applied to fundus images as well as to spectral-domain optical coherence tomography (SD-OCT) for the screening of the aforementioned diseases. It will cover the basis of preprocessing to machine learning with approaches based on Bag of Features, Bag of Word, vessel segmentation as well as atlas segmentation.
['Fabrice Meriaudeau']
Keynote speech 3: Computer aided diagnosis for retina related diseases