AI-Powered Tool for Decoding Mouse Bladder Nerve Signals
Category: AI
Date: December 28, 2020

AI-Powered Tool for Decoding Mouse Bladder Nerve Signals

Veebar Tech members participated in a research study that involved use of AI and advanced nerve signal recording techniques (called ENG) to analyze and predict how sensory nerves (afferent nerves) respond to stimulation. For the first time, this approach makes it possible to clearly identify nerve signals even in noisy environments and determine if a nerve is sensory (afferent) or motor (efferent). Integrating AI/Machine leaning with biomedical engineering studies such as this one could revolutionize medical research, diagnostics, and therapies related to the nervous system and neural prosthetics.

 

Technical Details:

  • ENG Signal Processing: Developed advanced techniques to clean up noisy nerve signals, separate afferent from efferent nerve activity, and extract key features for analysis.
  • Machine Learning Models: Built and trained neural networks and support vector machines to predict sensory responses from ENG data, even with variability and sparse datasets.
  • Validation Framework: Created a system to test and refine the accuracy of the model by comparing predictions to experimental results, ensuring reliability and clinical relevance.
  • Applications: This system is designed to help neuroscientists understand nerve function, improve neural prosthetics, and aid in the development of diagnostics for nervous system disorders.
  • Challenge Solved:

    Decoding afferent nerve signals is highly complex due to noise, overlapping signals, and individual differences in nerve function. Veebar Tech overcame these challenges by combining advanced signal processing, AI-based modeling, and rigorous testing frameworks to create a reliable and interpretable solution.

    Transform Your Neuroscience Research with AI

    Want to bring your biomedical or neuroscience project to a next level with AI integration? Contact Veebar Tech today for expert AI development and integration services. Let’s advance your research with innovative solutions!

    Our Completed Projects

    Checkout Our Similar Projects

    Previous