Detection of functional deterioration in glaucoma by trend analysis using comprehensive overlapping clusters of locations
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-75619-z
Abstract: Detecting rapid visual field deterioration is crucial for individuals with glaucoma. Cluster trend analysis detects visual field deterioration with higher sensitivity than global analyses by using predefined non-overlapping subsets of visual field locations. However, it… read more here.
Keywords: visual field; deterioration; trend analysis; overlapping clusters ... See more keywords
OCA: overlapping clustering application unsupervised approach for data analysis
Sign Up to like & getrecommendations! Published in 2019 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v14.i3.pp1471-1478
Abstract: In this paper, a new data analysis tool called Overlapping Clustering Application (OCA) was presented. It was developed to identify overlapping clusters and outliers in an unsupervised manner. The main function of OCA is composed… read more here.
Keywords: overlapping clusters; overlapping clustering; clustering application; data analysis ... See more keywords