Fusion of Higher Order Spectra and Texture Extraction Methods for Automated Stroke Severity Classification with MRI Images

Faust, O., En Wei Koh, J., Jahmunah, V., Sabut, S., Ciaccio, E. J., Majid, A., Ali, A., Lip, G. Y. H., & Acharya, U. R. (2021). Fusion of Higher Order Spectra and Texture Extraction Methods for Automated Stroke Severity Classification with MRI Images. International Journal of Environmental Research and Public Health, 18(15), 8059. https://doi.org/10.3390/ijerph18158059
Authors:
Oliver Faust
Joel En Wei Koh
Vicnesh Jahmunah
Sukant Sabut
Edward J Ciaccio
Arshad Majid
Ali Ali
Gregory Y H Lip
U Rajendra Acharya
Affiliated Authors:
Edward J Ciaccio
Columbia Affiliation:
Subjects:
Magnetic Resonance Imaging (MeSH)
Stroke (MeSH)
Author Keywords:
stroke type classification
magnetic resonance imaging
support vector machine
adaptive symmetric sampling
higher order spectra
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Publication Type:
Article
Unique ID:
10.3390/ijerph18158059
PMID:
34360349
DOI:
10.3390/ijerph18158059
Journal:
International Journal of Environmental Research and Public Health
Publication Date:
Data Source:
PubMed
Source Link:
View PubMed Record
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Record Created: