A Machine Learning Approach to Voice-Based Parkinson Disease Screening Using Multiview Spectrogram and Speech Recognition Features: Diagnostic Study.

Zahir A, Yu J, Jun JS, Park K, Kim R, Jeong H

DOI: 10.2196/94063
Published: 2026 Jun 11
Container: JMIR medical informatics
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.2196/94063,
  title = {A Machine Learning Approach to Voice-Based Parkinson Disease Screening Using Multiview Spectrogram and Speech Recognition Features: Diagnostic Study.},
  author = {Zahir A and Yu J and Jun JS and Park K and Kim R and Jeong H},
  year = {2026},
  journal = {JMIR medical informatics},
  doi = {10.2196/94063},
  url = {https://doi.org/10.2196/94063}
}

RIS

TY  - JOUR
TI  - A Machine Learning Approach to Voice-Based Parkinson Disease Screening Using Multiview Spectrogram and Speech Recognition Features: Diagnostic Study.
AU  - Zahir A
AU  - Yu J
AU  - Jun JS
AU  - Park K
AU  - Kim R
AU  - Jeong H
PY  - 2026
JO  - JMIR medical informatics
DO  - 10.2196/94063
UR  - https://doi.org/10.2196/94063
ER  -

APA

A, Z., J, Y., JS, J., K, P., R, K., & H, J. (2026). A Machine Learning Approach to Voice-Based Parkinson Disease Screening Using Multiview Spectrogram and Speech Recognition Features: Diagnostic Study.. JMIR medical informatics. https://doi.org/10.2196/94063

Source records

pubmed · retrieved 2026-09-24T22:25:51.458Z
europe-pmc · retrieved 2026-09-24T22:25:51.469Z