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. et al. (6 more authors) (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.

Abstract

Metadata

Authors/Creators:
  • Faust, O.
  • En Wei Koh, J.
  • Jahmunah, V.
  • Sabut, S.
  • Ciaccio, E.J.
  • Majid, A.
  • Ali, A.
  • Lip, G.Y.H.
  • Acharya, U.R.
Copyright, Publisher and Additional Information: © 2021 The Authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Keywords: stroke type classification; Magnetic Resonance Imaging; Support Vector Machine; adaptive symmetric sampling; Higher Order Spectra
Dates:
  • Accepted: 23 July 2021
  • Published (online): 29 July 2021
  • Published: 29 July 2021
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Sheffield Teaching Hospitals
Depositing User: Symplectic Sheffield
Date Deposited: 10 Aug 2021 13:22
Last Modified: 10 Aug 2021 13:22
Status: Published
Publisher: MDPI AG
Refereed: Yes
Identification Number: https://doi.org/10.3390/ijerph18158059

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