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Speech as a promising biosignal in precision psychiatry
Mitchel Kappen1, Marie-Anne Vanderhasselt1, George M Slavich2
1Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Department of Psychiatry and Medical Psychology, Ghent, Belgium.
Neuroscience and Biobehavioral Reviews
|March 13, 2023
Summary
Analyzing speech with new health technologies offers a scalable way to continuously monitor health. This approach can help predict and prevent serious health events by detecting psychological stress and other conditions early.
Area of Science:
- Digital Health
- Biomedical Engineering
- Psychiatry
Background:
- Current healthcare relies on infrequent assessments, missing opportunities for early health event detection and prevention.
- New health technologies enable continuous, non-invasive monitoring of health using speech analysis via smartphones.
- Speech analysis can extract health-relevant biosignals linked to biological pathways, showing promise for detecting disorders like depression and schizophrenia.
Purpose of the Study:
- To explore the potential of speech analysis for continuous health monitoring.
- To identify key speech signals for detecting psychological stress and its impact on mental and physical health.
- To discuss the validation and translation of speech-based data into clinical biomarkers and interventions.
Main Methods:
- Utilizing smartphone technology to analyze voice and speech for health-relevant biosignals.
- Extracting a wide variety of biosignals from speech patterns.
- Linking speech-derived biosignals to mental and physical health outcomes.
Main Results:
- Speech analysis can detect various health-relevant biosignals.
- These biosignals show potential in identifying disorders such as depression and schizophrenia.
- Assessing psychological stress through speech can monitor its impact on outcomes like self-harm, substance abuse, and disease recurrence.
Conclusions:
- Speech is a novel digital biosignal with the potential for high-frequency, scalable health assessments.
- Further research is needed to identify critical speech signals, validate them, and translate them into clinical tools.
- Secure speech analysis can play a crucial role in predicting clinical outcomes and delivering timely, tailored interventions.
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