A generic optimization and learning framework for Parkinson disease via speech and handwritten records - Yousif, Nada R.; Balaha, Hossam Magdy; Haikal, Amira Y.; El-Gendy, Eman M. (Journal of ambient intelligence and humanized computing, 2023)
Keywords: Accuracy; Artificial Intelligence; Artificial neural networks; Biomarkers; Brain research; Classification; Computational Intelligence; Datasets; Deep learning; Diagnosis; Dopamine; Engineering; Feature extraction; Handwriting; Machine learning; Medical imaging; Medical research; Optimization algorithms; Original Research; Parkinson's disease; Robotics and Automation; Search algorithms; Signs and symptoms; Speech; Support vector machines; User Interfaces and Human Computer Interaction; Parkinson disease (PD); Speech segmentation; Voice segmentation; Feature extraction; Machine learning (ML); Transfer learning (TL); Hyperparameters optimization