Attention deficit/hyperactivity disorder Classification based on deep spatio-temporal features of functional Magnetic Resonance Imaging

Shuaiqi Liu, Ling Zhao, Jie Zhao, Bing Li, Shui-Hua Wang

Abstract: Highlights•A new ADHD classification method based on the spatio-temporal features of fMRI was proposed.•The nested residual convolutional denoising autoencoder have more power to represent the spatial features.•The 3D convolutional gated recurrent unit is first employed to extract the spatio-temporal features.