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Title: :  Parkinson's disease Detection using machine learning
PaperId: :  19433
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19433
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Muthangi BhavanaB V Raju Institute Of Technology
Mirdoddi RichaB V Raju Institute Of Technology
M. Amarender ReddyB V Raju Institute Of Technology

Abstract

Information Technology
Parkinson’s disease; machine learning (ML), Support Vector Machine.
The Parkinson's disease is progressive neuro degenerative disorder that affects a lot only people significantly affecting their quality of life. It mostly affect the motor functions of human. The main motor symptoms are called "parkinsonism" or "parkinsonian syndrome". The symptoms of Parkinson's disease will occur slowly, the symptoms include shaking, rigidity, slowness of movement and difficulty with walking, Thinking and behavior change, Depression and anxiety are also common. There is a model for detecting Parkinson's using voice. The deflections in the voice will confirm the symptoms of Parkinson's disease. This project showed 73.8% efficiency. In our model, a huge amount of data is collected from the normal person and also previously affected person by Parkinson's disease. These data is trained using machine learning algorithms. From the whole data 60% is used for training and 40% is used for testing. The data of any person can be entered in database to check whether the person is affected by Parkinson’s disease or not. There are 24 columns in the data set each column will indicate the symptom values of a patient except the status column. The status column has 0's and 1's.those values will decide the person is effected with Parkinson’s disease. I's indicate person is effected, 0's indicate normal conditions.

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IJARIIE Muthangi Bhavana, Mirdoddi Richa, and M. Amarender Reddy. "Parkinson's disease Detection using machine learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 1404-1406
MLA Muthangi Bhavana, Mirdoddi Richa, and M. Amarender Reddy. "Parkinson's disease Detection using machine learning." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 1404-1406.
APA Muthangi Bhavana, Mirdoddi Richa, & M. Amarender Reddy. (2023). Parkinson's disease Detection using machine learning. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 1404-1406.
Chicago Muthangi Bhavana, Mirdoddi Richa, and M. Amarender Reddy. "Parkinson's disease Detection using machine learning." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 1404-1406.
Oxford Muthangi Bhavana, Mirdoddi Richa, and M. Amarender Reddy. 'Parkinson's disease Detection using machine learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 1404-1406. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Parkinson_s_disease_Detection_using_machine_learning_ijariie19433.pdf (Accessed : ).
Harvard Muthangi Bhavana, Mirdoddi Richa, and M. Amarender Reddy. (2023) 'Parkinson's disease Detection using machine learning', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 1404-1406IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Parkinson_s_disease_Detection_using_machine_learning_ijariie19433.pdf (Accessed : )
IEEE Muthangi Bhavana, Mirdoddi Richa, and M. Amarender Reddy, "Parkinson's disease Detection using machine learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 1404-1406, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Parkinson_s_disease_Detection_using_machine_learning_ijariie19433.pdf [Accessed : ].
Turabian Muthangi Bhavana, Mirdoddi Richa, and M. Amarender Reddy. "Parkinson's disease Detection using machine learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 ().
Vancouver Muthangi Bhavana, Mirdoddi Richa, and M. Amarender Reddy. Parkinson's disease Detection using machine learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(2) : 1404-1406. Available from: https://ijariie.com/AdminUploadPdf/Parkinson_s_disease_Detection_using_machine_learning_ijariie19433.pdf
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