A Novel Screening Tool System for Depressive Disorders using Social Media and Artificial Neural Network

A Novel Screening Tool System for Depressive Disorders using Social Media and Artificial Neural Network

Depression is one of the most common mental health disorders with over 264 million people suffering from it. Improvement in screening depressive disorders can lead to earlier treatment. However, some of the depression screening tools today have constraints and could be difficult to administer due to...

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Bibliographic Details
Main Authors: Adoptante, A.J.M (Author), Baes, A.M.M (Author), Catilo, J.C.A (Author), de Ocampo, A.L.P (Author), Lucero, P.K.L (Author), Peralta, J.F (Author)
Format: Article
Language:English
Published: Ismail Saritas 2022
Subjects:
depression
knn
logistic regression
neural network
perceptron
social media
SVM
Twitter
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