2024
DOI: 10.1117/1.jei.33.2.023032
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Study on classification of attention deficit hyperactivity disorder based on dual-channel autoencoder

Saisai Zhu,
Daoqing Sun,
Zifan Liu
et al.

Abstract: Magnetic resonance imaging (MRI) is extensively utilized in psychiatric disorder diagnosis. However, the high-dimensional nature of the data poses challenges in network training. We propose a classification approach leveraging autoencoder and multilayer perceptron techniques. Initially, a convolutional autoencoder is designed to reduce the dimensionality and extract features from the input feature map using its encoder component. Subsequently, the extracted features are fed into the designed multilayer percept… Show more

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