Middle East Current Psychiatry

Table 7 Performance of the machine vision system using structural magnetic resonance imaging in past studies and present study

From: Automatic detection of autism spectrum disorder (ASD) in children using structural magnetic resonance imaging with machine vision system

Performance	Classification algorithm	Study
90% accuracy	LPboost algorithm	Singh et al. [4]
90% highest sensitivity	SVM	Ecker et al. [5]
87% accuracy	LMT	Jiao et al. [6]
67% highest accuracy	SVM, RF, GBM	Katuwal et al. [7]
93% accuracy	Multilevel deep network	Ismail et al. [8]
88% accuracy	RF	Xiao et al. [9]
93% accuracy	Multilevel deep network	Khalil et al. [10]
88/46% highest accuracy with ANN	SV, RF, KNN ,ANN	Present study

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