Voice-Based Screening of Depression and Anxiety Using Machine Learning and Deep Learning: A Scoping Review of Methods and Clinical Readiness.

Muntean-Codrea M, Nemeș B, Coman HG, Băcilă CI, Trifu RN, Oroian RF, Manea MM, Herța DC, Șușman S

Open source

DOI
10.3390/life16091467
Published
2026 Sep 2
Container
Life (Basel, Switzerland)
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.3390/life16091467,
  title = {Voice-Based Screening of Depression and Anxiety Using Machine Learning and Deep Learning: A Scoping Review of Methods and Clinical Readiness.},
  author = {Muntean-Codrea M and Nemeș B and Coman HG and Băcilă CI and Trifu RN and Oroian RF and Manea MM and Herța DC and Șușman S},
  year = {2026},
  journal = {Life (Basel, Switzerland)},
  doi = {10.3390/life16091467},
  url = {https://doi.org/10.3390/life16091467}
}

RIS

TY  - JOUR
TI  - Voice-Based Screening of Depression and Anxiety Using Machine Learning and Deep Learning: A Scoping Review of Methods and Clinical Readiness.
AU  - Muntean-Codrea M
AU  - Nemeș B
AU  - Coman HG
AU  - Băcilă CI
AU  - Trifu RN
AU  - Oroian RF
AU  - Manea MM
AU  - Herța DC
AU  - Șușman S
PY  - 2026
JO  - Life (Basel, Switzerland)
DO  - 10.3390/life16091467
UR  - https://doi.org/10.3390/life16091467
ER  - 

APA

M, M., B, N., HG, C., CI, B., RN, T., RF, O., MM, M., DC, H., & S, Ș. (2026). Voice-Based Screening of Depression and Anxiety Using Machine Learning and Deep Learning: A Scoping Review of Methods and Clinical Readiness.. Life (Basel, Switzerland). https://doi.org/10.3390/life16091467

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