项目作者: shraddha-sanil

项目描述 :
This DR detection methodology has six steps: preprocessing, segmentation of blood vessels, segmentation of OD, detection of MAs and hemorrhages, feature extraction and classification. For segmentation of blood vessels BCDU-Net is used. For OD segmentation, U-Net model is used. MAs and hemorrhages are extracted using Otsu thresholding technique. Both clinical and non-clinical features are extracted and fed to SVM classifier.
高级语言: Jupyter Notebook
项目地址: git://github.com/shraddha-sanil/diabetic-retinopathy-detection-methodological-framework.git