Detection of White Matter Hyperintensities in Magnetic Resonance Imaging by Hyperspectral Subpixel Detection

White matter hyperintensities (WMHs) are lesion in brain magnetic resonance images generally associated with Alzheimer’s disease (AD) and cognitive decline. Finding WMHs of AD poses a great challenge for diagnosis. This paper interprets a brain MR image as a hyperspectral image so that a well...

Fuld beskrivelse

Bibliografiske detaljer

Principais autores:	Yung-Chieh Chang, Chein-I Chang, Yen-Chieh Ouyang, Jyh-Wen Chai, Wen-Hsien Chen, Kuan-Jung Pan, Hsin-Che Wang, Clayton Chi-Chang Chen
Format:	Artigo
Sprog:	Inglês
Udgivet:	IEEE 2024-01-01
Serier:	IEEE Access
Fag:	3-dimensions receiver operating characteristic (3D-ROC) constrained energy minimization (CEM) iterative CEM (ICEM) kernel-based constrained energy minimization (K-CEM) iterative KCEM (IKCEM) white matter hyperintensities (WMHs)
Online adgang:	https://ieeexplore.ieee.org/document/10606463/
Tags:	Tilføj Tag Ingen Tags, Vær først til at tagge denne postø!