Personalized and Adaptive Neuromodulation Systems

This inventive concept presents a novel approach to neuromodulation therapy, enabling personalized and adaptive brain stimulation through advanced analytics and real-time processing.

The original patent disclosed a system for targeted neuromodulation, which, while effective, has limitations in terms of personalization and adaptability. The present inventive concept addresses these limitations by introducing advanced analytics, machine learning, and real-time processing to optimize brain stimulation therapy for individual patients.

The inventive concept comprises a system for personalized neuromodulation, featuring a brain stimulation device, a processor configured to analyze patient brain data and identify multiple stimulation targets, and a user interface for selecting a target. The system can adjust the brain stimulation device in real-time to optimize therapy, using machine learning algorithms to predict optimal stimulation targets. Additionally, the system can generate personalized stimulation targets by ranking potential targets based on predicted efficacy, and adapt the stimulation targets over time based on treatment outcomes.

The inventive concept introduces novel elements, including real-time processing, machine learning algorithms, and adaptive stimulation targets, which differentiate it from the original patent and provide a non-obvious solution to the problem of personalized and adaptive neuromodulation.

Alternative embodiments of the inventive concept could include the use of different types of brain stimulation devices, such as transcranial direct current stimulation or electrical stimulation delivered via an implantable electrostimulator. Variations could also include the integration of additional data sources, such as functional magnetic resonance imaging (fMRI) or electroencephalography (EEG), to further enhance the personalization and adaptability of the system.

The inventive concept has significant commercial potential in the neuromodulation therapy market, particularly in the treatment of mental health conditions such as major depressive disorder. The system's ability to provide personalized and adaptive brain stimulation could lead to improved treatment outcomes and increased patient satisfaction, making it an attractive solution for healthcare providers and patients alike.