Search
Search Results
-
Early Detection of Parkinson’s Disease Using Spiral Test
A long-term degenerative condition called Parkinson’s disease (PD) affects a person’s neural system and motor memory. There is no reliable and...
-
Parkinson’s Disease Detection Using Machine Learning
Parkinson’s disease (PD) is one of the most fatal and progressive nervous system illnesses affecting movement. It is a common neurological illness...
-
Postural Control in Parkinson’s Disease
Balance impairment is a common symptom of Parkinson’s disease (PD), suggesting the reclassification of the PD to a tetrad: rest tremor, rigidity,...
-
Multimodal Detection and Analysis of Parkinson’s Disease
Parkinson’s disease (PD) is a central nervous system neurodegenerative condition that causes temporary or permanent loss of motor movements, speech,...
-
Parkinson’s Disease Identification from Speech Signals Using Machine Learning Models
Parkinson’s disease (PD) is a common chronic neurodegenerative illness characterised by continuous nervous system degradation. This condition is more...
-
Deep Learning Assisted Diagnosis of Parkinson’s Disease
A neurodegenerative condition that affects the elderly is Parkinson’s disease (PD). A crucial first step in giving quick medical attention is the...
-
Parkinson’s Disease Tremor Suppression Using Gyroscopic Effect
This study proposed a method for suppressing hand tremors in Parkinson’s disease (PD) patients who have difficulty controlling objects and performing...
-
Diagnosis of Parkinson’s Disease Using Machine Learning Algorithms
Parkinson’s disease is an age-related nervous system disorder that impacts movement of the human body. Cure of this disease is yet unknown, but a...
-
Parkinson’s Disease Detection Through Deep Learning Model
Early detection of Parkinson’s disease is imperative for efficient treatment and managing of the disease in a patient. The detection of the disease...
-
The Peculiarities of Circadian Rhythms and Their Implications on Parkinson’s Disease
Unsettling epidemiological data suggest Parkinson’s disease as the second most common neurodegenerative disorder worldwide. The worries persist as...
-
Twin-tower transformer network for skeleton-based Parkinson’s disease early detection
Parkinson’s disease is a chronic neurodegenerative condition accompanied by a variety of motor and non-motor clinical symptoms. Diagnosing...
-
Predictive Modeling of Parkinson’s Disease Progression Through Proteomic and Peptidomic Analysis
Parkinson’s disease (PD) is a disabling brain disorder that affects normal functions. To assess the disease progression, the Unified PD Rating Scale...
-
A Machine Learning Driven Approach for Forecasting Parkinson’s Disease Progression Using Temporal Data
Parkinson’s disease (PD) is a prevalent neurodegenerative disease that hurts millions globally. For prompt intervention and successful therapy,...
-
Deep Learning-Based Detection of Parkinson’s Disease Using Gait
Parkinson’s disease (PD) affects over a dozen million people worldwide. There is presently no solution for this, much to the dismay of these...
-
Photobiomodulation Therapy for Parkinson’s Disease
This chapter explores the potential of photobiomodulation (PBM) therapy for Parkinson's disease, providing an overview of the condition, discussing...
-
Multimodal Analysis of Parkinson’s Disease Using Machine Learning Algorithms
The manifestations of Parkinson’s disease (PD) are multifold. One of the manifestations is via the motor movements of a person. With a lot of data...
-
A Camera-Based Remote Sensor for Physical Therapy in Parkinson’s Disease
The present chapter shows a camera-based remote sensor for monitoring postural disorders. In recent years, several systems have been developed to...
-
Young Onset of Parkinson’s Disease
Early-onset of Parkinson’s disease is segmented into Young Onset Parkinson’s disease (YOPD) commonly defined as PD with an age onset of 21–40 years...
-
Computational Modelling of Glucocerebrosidase Signalling Pathways in Parkinson’s Disease
Biological systems are complex dynamical systems that include a diverse range of biomolecular species, as well as their interactions and...
-
Multiclass-Based Support Vector Machine for Parkinson’s Disease Detection on Speech Data
Overview: Parkinson’s disease is a central nervous system neurodegenerative condition that impairs the ability to manage certain bodily activities....