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Advanced Parkinson’s disease diagnosis: leveraging deep learning and machine learning with vowel analysis

Published Online: 2026-02-24

Published Print: 2026-02

Authors

Fouladi, Saman

Safaei, Ali Asghar https://orcid.org/0000-0003-1985-8720
Alayari, Danial

Bell, David
License Information

Text and Data Mining valid from 2026-02-01

Version of Record valid from 2026-02-01
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Article History

Received: 7 February 2024

Accepted: 1 December 2025

First Online: 24 February 2026

Declarations

:

: The authors declare no competing interests.

: The ethics statement is not applicable in this paper as the work does not involve any use of human subjects.

: All the co-authors give their consent to publish this paper.

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