Publication | Open Access
Advanced machine learning methods in psychiatry: an introduction
12
Citations
12
References
2020
Year
EngineeringMachine LearningIntelligent DiagnosticsMental HealthDisease ClassificationSupport Vector MachineClassification MethodData SciencePattern RecognitionPrediction ModellingHealth AttitudesHealth InformaticsPsychiatryPredictive AnalyticsIntelligent ClassificationComputational PsychiatryMental Health QuestionsAdvanced MachineMental Health MonitoringMedicinePsychopathology
Mental health questions can be tackled through machine learning (ML) techniques. Apart from the two ML methods we introduced in our previous paper, we discuss two more advanced ML approaches in this paper: support vector machines and artificial neural networks. To illustrate how these ML methods have been employed in mental health, recent research applications in psychiatry were reported.
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