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Screening for major depressive disorder in a tertiary mental health centre using EarlyDetect: A machine learning-based pilot study

  • Published:2021-01 Issue: Volume:3 Page:100062
  • ISSN:2666-9153
  • Container-title:Journal of Affective Disorders Reports
  • language:en
  • Short-container-title:Journal of Affective Disorders Reports

Author:

Liu Yang,Hankey Jeffrey,Cao Bo,Chokka Pratap

Funder

Mitacs

Publisher

Elsevier BV

Subject

Pharmacology (medical)

Reference58 articles.

1. Prevention of depression in older age;Almeida;Maturitas,2014

2. DSM-5 Desk Reference, Diagnostic and Statistical Manual of Mental Disorders;APA,2013

3. AUDIT: the Alcohol Use Disorders Identification Test: guidelines for use in primary care;Babor,2001

4. Waiting your turn: wait times for health care in Canada;Barua,2019

5. Validation of the PHQ-9 in a psychiatric sample;Beard;J. Affect. Disord.,2016

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1. A Meta-Learning Framework with Model Stacking for Depression Detection Through Sentiment Classification;2024 International Conference on Advances in Data Engineering and Intelligent Computing Systems (ADICS);2024-04-18

2. Machine-Learning-Based Diagnosis of Mental Health Issues;Lecture Notes in Networks and Systems;2024

3. An Efficient KNN Algorithm for the Mental Health Performance Assessment Using K-means Clustering;Lecture Notes in Electrical Engineering;2024

4. Understanding Intellectual Disability and Genetics with AI Perspective: A Text Mining Approach;2023 IEEE International Conference on Machine Learning and Applied Network Technologies (ICMLANT);2023-12-14

5. Practical pathway for the management of depression in the workplace: a Canadian perspective;Frontiers in Psychiatry;2023-09-05
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