Vascular tree tracking and bifurcation points detection in retinal images using a hierarchical probabilistic model
Sign Up to like & getrecommendations! Published in 2017 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2017.08.018
Abstract: BACKGROUND AND OBJECTIVE Retinal vascular tree extraction plays an important role in computer-aided diagnosis and surgical operations. Junction point detection and classification provide useful information about the structure of the vascular network, facilitating objective analysis… read more here.
Keywords: precision recall; hierarchical probabilistic; model; vascular tree ... See more keywords
Nonparametric Density Estimation of Hierarchical Probabilistic Graph Models for Assumption-Free Monitoring
Sign Up to like & getrecommendations! Published in 2017 at "Industrial & Engineering Chemistry Research"
DOI: 10.1021/acs.iecr.6b04068
Abstract: Probabilistic graphical models, such as Bayesian networks, have recently gained attention in process monitoring and fault diagnosis. Their application, however, is limited to discrete or continuous Gaussian distributed variables, which results from the difficulty in… read more here.
Keywords: estimation; hierarchical probabilistic; density estimation; density ... See more keywords