An efficient prediction of diabetic from retinopathy using machine learning and signal processing approach (Published in IEEE) 21-February-24

About Paper

Novel Algorithm for diabetic retinopathy detection from medical images using Discrete Wavelet Transform (DWT)

  • In this study, the retinal image is taken from a fundus camera of both healthy and diabetic retina
  • Image pre-processing techniques, morphological operations are used to detect the statistical features and the histogram-based feature is extracted by using Discrete Wavelet Transform (DWT) which is the novel contribution of the proposed algorithm