Detection of Major Depressive Disorder, Bipolar Disorder, Schizophrenia and Generalized Anxiety Disorder Using Vocal Acoustic Analysis and Machine Learning
Abstract:Purpose Current diagnosis and treatment in psychiatry are heavily depends patients’ reports and clinician judgement, thus are sensitive to memory and subjectivity biases. On the other hand, a growing effort in developing objective markers in psychiatry may be a way to face all these challenges. Vocal acoustic features have been recently studied as objective measures, with the advantages of being accessible, inexpensive, non-invasive and remotely performed. Method The main objective of this work is to propose a… Show more
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