Nonrigid registration of medical image based on adaptive local structure tensor and normalized mutual information
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.12612
Abstract: Abstract Nonrigid registration of medical images is especially critical in clinical treatment. Mutual information is a popular similarity measure for medical image registration; however, only the intensity statistical characteristics of the global consistency of image… read more here.
Keywords: information; mutual information; registration; medical image ... See more keywords
Normalized mutual information of fNIRS signals as a measure for accessing typical and atypical brain activity.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of biophotonics"
DOI: 10.1002/jbio.202200369
Abstract: Normalized mutual information (NMI) can be used to detect statistical correlations between time series. We showed possibility of using NMI to quantify synchronicity of information transmission in different brain regions, thus to characterize functional connections,… read more here.
Keywords: information; mutual information; normalized mutual; brain activity ... See more keywords
On Normalized Mutual Information: Measure Derivations and Properties
Sign Up to like & getrecommendations! Published in 2017 at "Entropy"
DOI: 10.3390/e19110631
Abstract: Starting with a new formulation for the mutual information (MI) between a pair of events, this paper derives alternative upper bounds and extends those to the case of two discrete random variables. Normalized mutual information… read more here.
Keywords: information; random variables; nmi measures; information measure ... See more keywords