Hierarchical Boosting Dual-Stage Feature Reduction Ensemble Model for Parkinson’s Disease Speech Data

As a neurodegenerative disease, Parkinson’s disease (PD) is hard to identify at the early stage, while using speech data to build a machine learning diagnosis model has proved effective in its early diagnosis. However, speech data show high degrees of redundancy, repetition, and unnecessary noise, w...

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Detalles Bibliográficos
Autores principales: Yang, Mingyao, Ma, Jie, Wang, Pin, Huang, Zhiyong, Li, Yongming, Liu, He, Hameed, Zeeshan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700329/
https://www.ncbi.nlm.nih.gov/pubmed/34943549
http://dx.doi.org/10.3390/diagnostics11122312

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700329/
https://www.ncbi.nlm.nih.gov/pubmed/34943549
http://dx.doi.org/10.3390/diagnostics11122312

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