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cs.LG2026
Construction of a classification model for dementia among Brazilian adults aged 50 and over
F. S. Menezes, M. C. F. G. Barretto, E. Q. C. Garcia +2
To build a dementia classification model for middle-aged and elderly Brazilians, implemented in Python, combining variable selection and multivariable analysis, using low-cost vari…
cs.LG2025
The use of vocal biomarkers in the detection of Parkinson's disease: a robust statistical performance comparison of classic machine learning models
Katia Pires Nascimento do Sacramento, Elliot Q. C. Garcia, Nicéias Silva Vilela +2
Parkinson's disease (PD) is a progressive neurodegenerative disorder that, in addition to directly impairing functional mobility, is frequently associated with vocal impairments su…