UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 9 Issue 8
August-2022
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIRFP06077


Registration ID:
500142

Page Number

437-442

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Title

Implementation of Convolution Neural Network deep learning model for Parkinson’s Disease detection

Abstract

Most of the disease can be identified without the help of the professional doctors or can be test through the application of artificial intelligence. Parkinson’s disease is one of them, as the early symptoms of the Parkinson disease the patient at the beginning of the disease started to lose the preciseness in writing. This means when a patient is asked to draw some shapes like waves or some spiral shapes, then the patient loses the accuracy and ends up with the distracted drawing. By having these early symptoms as the initiative to identify the Parkinson disease, some methodologies are tried their involvement in the research. But an overall study shows this process still needs improvement in the accuracy of the detection of the Parkinson’s disease. Hence, to achieve some good accuracy this research article uses the dataset of spiral and sine wave drawing sample of the patients and non-patients. This dataset is used by the Convolution Neural Network deep learning model and then by decision making technique to identify the writing patterns. The obtained patterns are finally analyzed by Root mean Square Error to provide the best output for Parkinson’s disease detection.

Key Words

Parkinson disease, Convolution Neural Network, Decision making, Deep learning.

Cite This Article

"Implementation of Convolution Neural Network deep learning model for Parkinson’s Disease detection", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 8, page no.437-442, August-2022, Available :http://www.jetir.org/papers/JETIRFP06077.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Implementation of Convolution Neural Network deep learning model for Parkinson’s Disease detection", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 8, page no. pp437-442, August-2022, Available at : http://www.jetir.org/papers/JETIRFP06077.pdf

Publication Details

Published Paper ID: JETIRFP06077
Registration ID: 500142
Published In: Volume 9 | Issue 8 | Year August-2022
DOI (Digital Object Identifier):
Page No: 437-442
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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