Remote Monitoring of Neurodegenerative Patients Through Enhanced EMG Signal Processing

This paper presents a novel conceptual framework that combines enhanced electromyography (EMG) signal processing within the NeuroPredict platform, with the goal of early detecting and monitoring neurodegenerative disorders (NDD). Despite its current theoretical status, this approach provides significant potential for NDD management. The NeuroPredict platform is integrated, emphasizing feature extraction from EMG data, laying the groundwork for discerning between normal physiological patterns and those associated with NDD. The NeuroPredict platform, enhanced by machine learning algorithms, enables theoretical classification, stating tailored medical management. This research highlights the transformative potential of digital technology in healthcare, particularly in the field of NDD, with potential directions requiring thorough study and practical implementation.