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Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset

Parkinson's disease dysgraphia (PDYS), one of the earliest signs of Parkinson's disease (PD), has been researched as a promising biomarker of PD and as the target of a noninvasive and inexpensive approach to monitoring the progress of the disease. However, although several approaches to su...

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Detalles Bibliográficos
Autores principales: Galaz, Zoltan, Drotar, Peter, Mekyska, Jiri, Gazda, Matej, Mucha, Jan, Zvoncak, Vojtech, Smekal, Zdenek, Faundez-Zanuy, Marcos, Castrillon, Reinel, Orozco-Arroyave, Juan Rafael, Rapcsak, Steven, Kincses, Tamas, Brabenec, Lubos, Rektorova, Irena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9198652/
https://www.ncbi.nlm.nih.gov/pubmed/35722168
http://dx.doi.org/10.3389/fninf.2022.877139