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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