DBScope

DBScope imports, visualizes, and analyzes sensing data from deep brain stimulation neurostimulators to facilitate biomarker discovery and support clinical decision-making.

Key Features:

• Data Import: Imports data from neurostimulation devices.
• Data Processing: Supports pre-processing and feature extraction of local field potential sensing data.
• Biomarker Search: Enables identification and search for electrophysiological biomarkers from chronic sensing data.
• Visualization: Provides visualization of sensing data for inspection of current or previous in-clinic visits.
• Programmatic Operation: Functions as a library of functions for integration into research pipelines.

Scientific Applications:

• Disease-Related Brain Activity Analysis: Supports analysis of disease-related brain activity patterns, their temporal evolution, and their modulation in response to therapies.
• Electrophysiological Biomarker Discovery: Facilitates unveiling of new electrophysiological biomarkers from chronic local field potential recordings during stimulation.
• Adaptive Stimulation Therapy Development: Supports research to bring adaptive stimulation therapies closer to clinical practice.
• Clinical Decision-Making: Facilitates clinical decision-making through data inspection and analysis.

Methodology:

Data import from neurostimulation devices, followed by pre-processing, feature extraction, and biomarker search on local field potential sensing data.