Author Login IJIRT Partner Network (IPN) Login

Parkinson’s Disease Prediction Using Deep Learning Techniques

  • Unique Paper ID: 174648
  • Volume: 11
  • Issue: 11
  • PageNo: 116-121
  • Abstract:
  • In recent years, significant progress has been made in the field of medical diagnosis, but early and accurate detection of Parkinson's disease (PD) remains a challenge. Current technology cannot accurately detect this neurodegenerative condition, emphasizing the need for current research. Parkinson's disease is a complex neurological disease whose prevalence is increasing worldwide. Timely and accurate diagnosis is crucial for optimal patient care and treatment. This study addresses the critical issue of improving PD diagnosis by using convolutional neural networks (CNN) to analyze spiral and wave graphs. The methodology involves the development of a robust CNN model trained on a diverse dataset containing drawings of PD and healthy individuals. This dataset is the basis for training and testing the model and ensures its ability to distinguish PD cases from non-PD cases. The results show the exceptional accuracy of the CNN model in predicting PD of spiral and wave patterns with a classification accuracy of more than 90%. In addition, this study highlights the promising role of deep learning methods in medical diagnosis, especially in the context of Parkinson's disease. The successful integration of a CNN model into a React application for real-time prediction and patient performance monitoring has important implications for telemedicine and remote health management.
Download article email to a friend

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 11
  • PageNo: 116-121

Parkinson’s Disease Prediction Using Deep Learning Techniques

Related Articles

Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Archive

View More

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry