Machine Learning Algorithm Performance Evaluation in Structural Magnetic Resonance Imaging-Based Classification of Pediatric Bipolar Disorders Type I Patients

Ruhai Dou,Weijia Gao,Qingmin Meng,Xiaotong Zhang,Weifang Cao,Liangfeng Kuang,Jinpeng Niu,Yongxin Guo,Dong Cui,Qing Jiao,Jianfeng Qiu,Linyan Su,Guangming Lu

Frontiers in Computational Neuroscience（2022）

Cited 2|Views17

Key words

pediatric bipolar disorder,machine learning,logistic regression,support vector machine,random forest,naive Bayes,k-nearest neighbor,adaptive boosting classifier

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