Regular screening for the development of diabetic retinopathy is imperative for an early diagnosis and a timely treatment, thus
preventing further progression of the disease. The conventional screening techniques based ...
de Zarzà, I.; de Curtò, J.; Tavares De Araujo Cesariny Calafate, Carlos Miguel(Elsevier, 2022-11)
[EN] This paper sets forth a methodology that is based on three-stage-training of a state-of-the-art network architecture previously trained on Imagenet, and iteratively finetuned in three steps; freezing first all layers, ...