Parkinson's Disease (PD) is a kind of neurodegenerative disorder. The disease causes
communication impairment based on its progression. In general, identification of PD carried …

The lack of dopamine in the human brain is the cause of Parkinson disease (PD) which is a
degenerative disorder common globally to older citizens. However, late detection of this …

Parkinson disease is a neurodegenerative disorder of the central nerve system which affects
body movements. The proposed technique selects best five machine learning models …

Facial expressions have been proven to be the most effective way for the brain to recognize
human emotions in a variety of contexts. With the exponentially increasing research for …

Rao algorithms are recently proposed optimization algorithms used to solve optimization
problems. These algorithms are based on the best and the worst solutions, which are …

Abstract Machine Learning (ML) is an evolving area of research with lot many opportunities
to explore.“It is the defining technology of this decade, though its impact on healthcare has …

Parkinson's disease has no specific test for diagnosis, which is usually detected through a
review of signs and symptoms like tremors, stiffness, and slowness of movement. Over the …

The progressive reduction of dopaminergic neurons in the human brain, especially at the
substantia nigra is one of the principal causes of Parkinson's Disease (PD). Voice alteration …

Human emotions can be recognized from facial expressions captured in videos. It is a
growing research area in which many have attempted to improve video emotion detection in …

Parkinson's Disease (PD) is a progressive neurodegenerative disorder mainly characterized
by motor and non-motor symptoms. Speech symptoms represent as one of the earliest motor …