An Automated System for the Detection and Classification of Retinal Changes Due to Red Lesions in Longitudinal Fundus Images
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Biomedical Engineering"
DOI: 10.1109/tbme.2017.2752701
Abstract: People with diabetes mellitus need annual screening to check for the development of diabetic retinopathy (DR). Tracking small retinal changes due to early diabetic retinopathy lesions in longitudinal fundus image sets is challenging due to… read more here.
Keywords: fundus images; lesions longitudinal; red lesions; retinal changes ... See more keywords
Triplanar U-Net with lesion-wise voting for the segmentation of new lesions on longitudinal MRI studies
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.964250
Abstract: We present a deep learning method for the segmentation of new lesions in longitudinal FLAIR MRI sequences acquired at two different time points. In our approach, the 3D volumes are processed slice-wise across the coronal,… read more here.
Keywords: segmentation new; triplanar net; mri; segmentation ... See more keywords