Back to search

Article

Detection of Major Depressive Disorder, Bipolar Disorder, Schizophrenia and Generalized Anxiety Disorder Using Vocal Acoustic Analysis and Machine Learning

2022-03-28

Abstract excerpt

<title>Abstract</title> <p><bold>Purpose</bold> 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 t...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
c3a1b798-3420-5ea2-a706-6a0307b1ccdb
DOI
10.21203/rs.3.rs-648044/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Detection of Major Depressive Disorder, Bipolar Disorder, Schizophrenia and Generalized Anxiety Disorder Using Vocal Acoustic Analysis and Machine LearningDOI 10.21203/rs.3.rs-648044/v1
Select a neighboring publication to make it the new centre.