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May 29, 2024EAI Endorsed Transactions on Pervasive Health and TechnologyOpen Access

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

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Authors

BWBhagyashri R. WankarNKNikita V. KshirsagarAJA Jadhav

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Cite This Study

Wankar et al. (2024) studied this question.

synapsesocial.com/papers/68e67f77b6db643587609316https://doi.org/10.4108/eetpht.10.6190
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Enhancing Parkinson’s Disease Prediction Using Deep Learning-Based Convolutional Neural Networks2024
  2. 2An approach for Parkinson's disease detection based on Artificial Inteligence techniques2024 · 1 citations
  3. 3Parkinson’s Disease Prediction Using Convolutional Neural Networks and Hand-Drawn Image Analysis2024 · 5 citations
  4. 4Automated identification of early to mid-stage Parkinson’s disease using deep convolutional neural networks on static facial images2025
  5. 5Early Diagnosis of Parkinson’s Disease Through Lite HGWA-Net Model: A Hybrid CNN Based on Wavelet Transform and Attention Mechanism2026