A comparative study: prediction of parkinson's disease using machine learning, deep learning and nature inspired algorithm
PK Keserwani, S Das, N Sarkar - Multimedia Tools and Applications, 2024 - Springer
Parkinson's Disease (PD) is a degenerative and progressive neurological disorder worsens
over time. This disease initially affects people over 55 years old. Patients with PD often …
over time. This disease initially affects people over 55 years old. Patients with PD often …
A Hybrid Machine Learning Framework to Improve Parkinson's Disease Prediction Accuracy
R Bediya, RN Ravikumar, K Mishra… - 2023 6th …, 2023 - ieeexplore.ieee.org
Parkinson's Disease (PD) is one of the second most prevalent neurodegenerative ailment
worldwide, behind Alzheimer's disease, according to the World Health Organization (WHO) …
worldwide, behind Alzheimer's disease, according to the World Health Organization (WHO) …
Integrated Feature Extraction and Classification Framework for Early Diagnosis of Parkinson's Disease: A Neural Network Perspective
V Yogalakshmi, MM Ibrahim… - 2024 10th …, 2024 - ieeexplore.ieee.org
This paper evaluates the effectiveness of conventional and nonstandard measures in
distinguishing among healthy people and those with Parkinson's disease (PD) based totally …
distinguishing among healthy people and those with Parkinson's disease (PD) based totally …
OTOMATİK PARKİNSON HASTALIĞI TEŞHİSİ: BİR ÖZELLİK SEÇİMİ YAKLAŞIMI
Parkinson's disease is one of the neurodegenerative disorders that significantly affect
human health. Patients experience various negative effects such as tremors, walking …
human health. Patients experience various negative effects such as tremors, walking …
[HTML][HTML] Towards Early Intervention: Detecting Parkinson's Disease through Voice Analysis with Machine Learning
Materials and Methods We utilized a dataset of 195 voice samples with 23 attributes,
applying machine learning algorithms such as Linear Discriminant Analysis (LDA), Support …
applying machine learning algorithms such as Linear Discriminant Analysis (LDA), Support …
Innovative Machine Learning Approach to Predict Onset for Parkinson's Disease
D Nadar, Z Tailor, P Sarangi… - … on I-SMAC (IoT in Social …, 2024 - ieeexplore.ieee.org
Various medical databases contribute extensive data to identify illnesses, with a focus on
Parkinson's disease, a prevalent neurological condition marked by movement impairment …
Parkinson's disease, a prevalent neurological condition marked by movement impairment …
Forecasting Parkinson's Disease Progression: Leveraging Machine Learning Techniques
K Agrawal, T Prathima - 2024 Asia Pacific Conference on …, 2024 - ieeexplore.ieee.org
Parkinson's disease (PD) is a neuro-degenerative disorder that impacts the dopamine
producing neurons of the brain. The symptoms are characterized by bradykinesia, tremors …
producing neurons of the brain. The symptoms are characterized by bradykinesia, tremors …
Detecting Parkinson's Disease with Prediction: A Novel SVM Approach
KH Krishnappa, R Shashidhar… - 2023 International …, 2023 - ieeexplore.ieee.org
In recent years, the prevalence of neurological diseases has been on the rise due to an
increasing population and aging. Conditions like Parkinson's disease, stroke, cerebral palsy …
increasing population and aging. Conditions like Parkinson's disease, stroke, cerebral palsy …
Deep Learning based prediction and monitoring of Parkinson's Disease using Voice Data
Accurately detecting Parkinson's disease (PD) at an early stage is certainly indispensable
for slowing down its progress and providing patients the possibility of accessing to disease …
for slowing down its progress and providing patients the possibility of accessing to disease …
Deep Learning based prediction and monitoring of Parkinson's Disease using Voice Data
Accurately detecting Parkinson's disease (PD) at an early stage is certainly indispensable
for slowing down its progress and providing patients the possibility of accessing to disease …
for slowing down its progress and providing patients the possibility of accessing to disease …