Parkinson's disease (PD) is characterized by the loss of neuronal cells, which leads to
synaptic dysfunction and cognitive defects. Despite the advancements in treatment …

Parkinson's disease (PD) is a neurodegenerative disease that affects the neural, behavioral,
and physiological systems of the brain. This disease is also known as tremor. The common …

Parkinson's Disease (PD) affects speech in the form of dysphonia and hypokinetic
dysarthria. Multiple studies have evaluated PD's influence on different aspects of speech …

We present an assessment of the practical value of existing traditional and non-standard
measures for discriminating healthy people from people with Parkinson? s disease (PD) by …

An assessment of vocal impairment is presented for separating healthy people from persons
with early untreated Parkinson's disease (PD). This study's main purpose was to (a) …

In this paper, different types of classification methods are compared for effective diagnosis of
Parkinson's diseases. The reliable diagnosis of Parkinson's disease is notoriously difficult to …

In this paper, we present an effective and efficient diagnosis system using fuzzy k-nearest
neighbor (FKNN) for Parkinson's disease (PD) diagnosis. The proposed FKNN-based …

Parkinson's disease (PD) is the most common disease of motor system degeneration that
occurs when the dopamine-producing cells are damaged in substantia nigra. To detect PD …

Parkinson's disease (PD) is a neurological illness which impairs motor skills, speech, and
other functions such as mood, behavior, thinking, and sensation. It causes vocal impairment …

We introduce a new nonlinear model for classification, in which we model the joint
distribution of response variable, y, and covariates, x, non-parametrically using Dirichlet …