INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
In 2019, Parkinson’s disease (PD) affected more than 8.5 million people worldwide. Men are usually more
affected than women. Parkinson’s disease is a neurodegenerative disease that primarily affects the motor system (slow movement,tremor,rigidity). The aim is to develop a machine learning model for predicting Parkinson’s disease based on speech and drawings. The model collects and analyses data from Parkinson’s patients and healthy individuals to identify patterns and correlations between various features. The model is trained on data (voice and drawing) and tested to achieve excellent accuracy and performance in predicting Parkinson’s disease. This discovery may lead to an earlier diagnosis and more effective treatment regimens for patients with Parkinson’s disease.
Keywords:
Parkinson’s, Naive Bayes, KNN, Logistic Regression, Random Forest, XGBoost.
Cite Article:
"Parkinson's Disease Prediction", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 4, page no.g499-g503, April-2023, Available :http://www.ijnrd.org/papers/IJNRD2304669.pdf
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ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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