An in-depth analysis of machine learning approaches to predict depression

An in-depth analysis of machine learning approaches to predict depression

Among all the forms of psychological and mental disorders, depression is the most common form. Nowadays a large number of youths and adults around the world suffer from depression. Depression can cause severe problems in case of failing to detect it at an early stage or failing to ensure the timely...

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Bibliographic Details
Main Authors: Md. Sabab Zulfiker, Nasrin Kabir, Al Amin Biswas, Tahmina Nazneen, Mohammad Shorif Uddin
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:Current Research in Behavioral Sciences
Subjects:
Depression
Prediction
Machine learning
Classifier
Feature selection
SMOTE
Online Access:http://www.sciencedirect.com/science/article/pii/S2666518221000310

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http://www.sciencedirect.com/science/article/pii/S2666518221000310

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