Deep Learning in Smart eHealth Systems

Unraveling Parkinson's Disease: Diagnostic Challenges and Severity Assessment.- State-of-the-Art: Wearable Devices and Deep Learning Techniques for Parkinson's Disease.- Design and Engineering of a Medical Wearable Device for Parkinson's Disease Management.- Deep Learning Models for Parkinson's Disease Severity Evaluation.- Transforming Parkinson's Disease Care: Cloud Service Empowered by ServiceNow Technology.- Predicting Wearing-Off Episodes in Parkinson's with Multimodal Machine Learning.- Enhancing Gait Analysis Through Wearable Insoles and Deep Learning Techniques.- Conclusion and Prospects for Further Development.

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• Tecnologia da informação: aspectos gerais
• Hardware do computador
• Neurologia e neurofisiologia clínica
• Equipamento e técnicas médicas
• Aprendizagem mecânica
• Fabricação auxiliada por computador

A-WEAR Bracelet;Cloud Platform;Continuous Wavelet Transform;Convolutional Neural Network;Deep Learning;eHealth Systems;Feature Extraction;Forecasting Parkinson's Disease;Hidden Markov Model;IoT Wearable Devices for Parkinson's Disease;ServiceNow Technology;Signal Processing;Support Vector Machine;Tremor Detection;Wireless Systems for Healthcare