SSMD-UNet: semi-supervised multi-task decoders network for diabetic retinopathy segmentationDIABETIC retinopathySUPERVISED learningDIABETES complicationsMEDICAL screeningDEEP learningVISION disordersRETINAL imagingBLOOD vesselsDiabetic retinopathy (DR) is a diabetes complication that can cause vision loss among ...
UNet++34, MD-UNet and SSMD-UNet along with ground truth. To better visualize the difference between the diseases, we used color-coding to present each disease: green, blue, red and yellow colors that represent MAs, HEs, EXs and SEs, respectively. We observe...