Framework to Detect Schizophrenia in Brain MRI Slices with Mayfly Algorithm-Selected Deep and Handcrafted Features

Framework to Detect Schizophrenia in Brain MRI Slices with Mayfly Algorithm-Selected Deep and Handcrafted Features

Brain abnormality causes severe human problems, and thorough screening is necessary to identify the disease. In clinics, bio-image-supported brain abnormality screening is employed mainly because of its investigative accuracy compared with bio-signal (EEG)-based practice. This research aims to devel...

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Bibliographic Details
Main Authors: K. Suresh Manic, Venkatesan Rajinikanth, Ali Saud Al-Bimani, David Taniar, Seifedine Kadry
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
schizophrenia
brain MRI
VGG19
Markov random field
local binary pattern
disease detection
Online Access:https://www.mdpi.com/1424-8220/23/1/280

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