학술논문

Parkinson’s disease classification using Machine Learning techniques
Document Type
Conference
Source
2023 International Conference on Computer Communication and Informatics (ICCCI) Computer Communication and Informatics (ICCCI), 2023 International Conference on. :1-5 Jan, 2023
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
General Topics for Engineers
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Deep learning
Analytical models
Machine learning algorithms
Automation
Computational modeling
Transfer learning
Medical diagnosis
Parkinson Disease (PD)
Feature extraction
Machine Learning algorithms
Accuracy
Receiver operating characterestics
Language
ISSN
2473-7577
Abstract
Parkinson disease is one of the serious illnesses that causes mortality at advanced stage. It is estimated that 9.6 million people are affected throughout the world. These statistics dictate that this disease requires urgent attention which causes failure of motor system in humans causing the mental and physical disabilities. Therefore, In this work, machine learning algorithms are employed to aid the practitioner in medical diagnosis.