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An Automated Diagnosis of Parkinson’s Disease from MRI Scans Based on Enhanced Residual Dense Network with Attention Mechanism

Published Online: 2024-11-11

Authors

Acikgoz, Hakan https://orcid.org/0000-0002-6432-7243
Korkmaz, Deniz https://orcid.org/0000-0002-5159-0659
Talan, Tarık https://orcid.org/0000-0002-5371-4520
License Information

Text and Data Mining valid from 2024-11-11

Version of Record valid from 2024-11-11
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Article History

Received: 23 July 2024

Revised: 27 September 2024

Accepted: 20 October 2024

First Online: 11 November 2024

Declarations

:

: Not applicable.

: This study utilized the publicly available MRI dataset from the Parkinson’s Progression Markers Initiative (PPMI) database. The dataset is described in detail in the following reference: K. Marek, D. Jennings, S. Lasch, A. Siderowf, C. Tanner, et al., The Parkinson Progression Marker Initiative (PPMI), Prog. Neurobiol. 95 (2011) 629–635.. As the dataset is publicly accessible and adheres to ethical guidelines, individual consent from participants was not required.

: No additional consent was required as the data is publicly accessible and adheres to ethical guidelines.

: The authors declare no competing interests.

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