Innovative Deep Learning Approach for Parkinson&#39;s Disease Prediction: Leveraging Convolutional Neural Networks for Early Detection

Wankar, Bhagyashri R.; Kshirsagar, Nikita V.; Jadhav, Amisha V.; Bawane, Srushti R.; Koshti, Shubham M.

Innovative Deep Learning Approach for Parkinson's Disease Prediction: Leveraging Convolutional Neural Networks for Early Detection

Wankar, Bhagyashri R. and Kshirsagar, Nikita V. and Jadhav, Amisha V. and Bawane, Srushti R. and Koshti, Shubham M. (2024) Innovative Deep Learning Approach for Parkinson's Disease Prediction: Leveraging Convolutional Neural Networks for Early Detection. EAI Endorsed Transactions on Pervasive Health and Technology.

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Abstract

INTRODUCTION: Parkinson's disease (PD) is a progressive neurodegenerative disorder affecting movement control, highlighting the importance of timely detection and intervention to improve patient quality of life. However, accurate diagnosis remains challenging due to its similarity with other neurolo

Item Type:	Article
Date Deposited:	04 Mar 2026 18:13
Last Modified:	11 Apr 2026 00:20
URI:	http://eprints.eai.eu/id/eprint/51634

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Innovative Deep Learning Approach for Parkinson&#39;s Disease Prediction: Leveraging Convolutional Neural Networks for Early Detection

Abstract

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Innovative Deep Learning Approach for Parkinson's Disease Prediction: Leveraging Convolutional Neural Networks for Early Detection