Deep neural networks for wearable sensor-based activity recognition in Parkinson's disease: investigating generalizability and model complexity.

Authors:
Davidashvilly S; Cardei M; Hssayeni M; Chi C; Ghoraani B.

Journal:
Biomed Eng Online

Publication Year: 2024

DOI:
10.1186/s12938-024-01214-2

PMCID:
PMC10858599

PMID:
38336781

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Journal Information

Journal Title: Biomed Eng Online

Detailed journal information not available.

Publication Details

Subject Category: Engineering, Biomedical

Available in Europe PMC: Yes

Available in PMC: Yes

PDF Available: No

Transparency Score

3/6

50.0% Transparent

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COI Disclosure

Evidence found in paper:

"Declarations Ethics approval and consent to participateThe institutional review boards of the University of Rochester and Great Lakes NeuroTechnologies approved the protocol. All participants provided written informed consent. Consent for publicationNot applicable. Competing interestsThe authors declare that they have no competing interests. Competing interests The authors declare that they have no competing interests."

Funding Disclosure

Evidence found in paper:

"Funding The study was supported by the NSF 1936586 and 1942669 and NSF REU CNS-1950400."

Protocol Registration

Open Access

Paper is freely available to read

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Tool: rtransparent

OST Version: N/A

Last Updated: Aug 05, 2025