Enhancements in Parkinson's Disease Management: Leveraging Levodopa Optimization and Surgical Breakthroughs

R Sharma, A Kour, HK Dewangan - Current Drug Targets, 2025 - benthamdirect.com
Parkinson's disease (PD) is a complex neurological condition caused due to inheritance,
environment, and behavior among various other parameters. The onset, diagnosis, course …

Single and Multi-modal Analysis for Parkinson's Disease to Detect Its Underlying Factors

N Islam, MSA Turza, SI Fahim, RM Rahman - Human-Centric Intelligent …, 2024 - Springer
Parkinson's disease (PD) is a neurological condition characterized by the disruption of both
motor and non-motor functions. Given the absence of a definitive diagnostic method, it is …

Enhanced Parkinson's Disease Diagnosis via MRI Analysis: Integrating Deep Features From DenseNet201 With Neural Network Techniques

J Kumari, SK Behera, PK Sethy… - … Intelligence and Soft …, 2024 - Wiley Online Library
Parkinson's disease (PD) is a neurodegenerative disorder that affects millions of people
worldwide, necessitating accurate and timely diagnostic methods for effective disease …

Parkinson's Disease Detection via MRI: A Machine Learning Approach with XAI Integration

B Subbulakshmi, S Prasanna, S Mahesh… - … Conference on Data …, 2024 - ieeexplore.ieee.org
Parkinson's disease (PD) is a progressive neurological ailment that affects millions of
individuals globally. Improving patient outcomes requires early identification and treatment …

Research and Development of Automatic Methods for Detecting Features of Parkinson's Disease and Essential Tremor Based on AUC Diagrams

OS Sushkova, AA Morozov, IA Kershner… - 2024 X International …, 2024 - ieeexplore.ieee.org
Methods for the automatic detection of features of neurodegenerative diseases such as
Parkinson's disease and essential tremor based on AUC diagrams and optimization …

Design of an Integrated Model for Gait Identification Using DDPG, Sparse Group Lasso, and Stacked Generalization

G Urkude, AK Misal, A Choubey, S Choubey - 2024 - researchsquare.com
Applications in security, healthcare, and human-computer interaction critically require
accurate gait identification under complex environmental conditions such as varying lighting …

Detection of Parkinson's Disease Via Keyboard Interaction Data by Random Forest Classifier

Y Hazar, ÖF Ertuğrul - Available at SSRN 4980521 - papers.ssrn.com
Parkinson's disease (PD) is a progressive neurodegenerative disorder that primarily affects
movement, leading to symptoms like tremors, stiffness, and slowness of movement. It also …

[引用][C] Machine Learning based Hybrid model to quickly detect the presence of Parkinson's Disease (PD) using MFCC features of Speech Samples

MV Reddy, M Sadanandam - Journal of Systems Engineering and Electronics (ISSN …, 2023