A High Performance Scheme to Detect Major Depressive Disorder Using MLP, RBF and KNN Neural Network Models

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Year:
2015
Type of Publication:
Article
Keywords:
Major Depressive, MLP, RBF, KNN
Authors:
Abdollah Ansari; Mehdi Khalili
Journal:
IJAIM
Volume:
3
Number:
4
Pages:
123-126
Month:
Jan.-Feb.
ISSN:
2320- –
Abstract:
Along with the rapid development of artificial neural networks in the fields of medical engineering, the modeling, characterization, classification, and diagnostic analysis of psychological disorders have become significant subjects, This paper is proposed and implemented an effective scheme in different neural networks architectures, such as MLP,RBF and KNN to determine which neural network architecture is more effective in diagnosis of major depressive disorder, 45 parameters were considered Implementation and operation .
Full text: IJAIM-395_final.pdf

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