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Gradient boosting for Parkinson’s disease diagnosis from voice recordings

BACKGROUND: Parkinson’s Disease (PD) is a clinically diagnosed neurodegenerative disorder that affects both motor and non-motor neural circuits. Speech deterioration (hypokinetic dysarthria) is a common symptom, which often presents early in the disease course. Machine learning can help movement dis...

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Bibliografski detalji
Izdano u:BMC Med Inform Decis Mak
Glavni autori: Karabayir, Ibrahim, Goldman, Samuel M., Pappu, Suguna, Akbilgic, Oguz
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2020
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7493334/
https://ncbi.nlm.nih.gov/pubmed/32933493
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-020-01250-7
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