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Collaboration Between Cleveland Clinic and Piramidal to Develop an AI Model for Brain Health Monitoring
The Cleveland Clinic is partnering with San Francisco-based startup Piramidal to develop an innovative AI (Artificial Intelligence) system designed to monitor brain health in intensive care units (ICUs). This system, which uses electroencephalography (EEG) data, will enable continuous evaluation of brain activity patterns in real-time, aiming to improve patient outcomes in Intensive Care.
In contrast to traditional methods, the current system, which relies on periodic EEG readings, allows doctors to review data by scanning Wakelonensing signs and noting changes related toSEizures, altered consciousness, or reduced brain functionality. However, this approach is time-consuming, subjective, and varies widely across individuals, making it impractical for on-the-go monitoring in a medical setting.
Imad Najm, a neurologist and director of the Cleveland Clinic’s Epilepsy Center, explains that the new system is designed to react faster than manual reviews. Instead of interpreting data, the model will flag abnormalities in real time, enabling doctors to intervene sooner and potentially enhance outcomes.katPansar’s chief product officer, Kris Pahuja, describes the model as an “electronic brain template.”
The AI system is rooted in “epileptology,” a subfield of human Neuroscience focused on understanding neurological diseases. Building this foundation involves vast amounts of data—millions of hours of EEG recordings from diverse populations, including neurologically healthy and unhealthy individuals.akPahuj notes that the success of this model depends on capturing consistent patterns and features across individuals, which can be challenging.
Currently, Cleveland Clinic and Piramidal are fine-tuning the model using retrospective patient data, aiming to transition to a more efficient monitoring system once a controlled ICU environment is established. The team plans to gradually roll out the AI software to the entire ICU, starting with a small team of doctors and limited resources, and expanding to a full team.katPansar’s research interests in both AI and neuroscience have earned the team sockets and a seed funding of $6 million from Y Combinator.
The collaboration represents a significant shift toward bridging the gap between AI and neuroscience, moving beyond mere brain analysis to address practical clinical needs. By enabling real-time monitoring, the model aims to optimize patient care and reduce errors, ultimately improving outcomes for patients in Intensive Care Units.ptansar.com’s goal is to create an understanding of the normal patterns of the brain, despite the limitations of human capability.
Conclusion
Essentially, this collaboration promises transformative potential in the field of healthcare, particularly in brain monitoring. By integrating AI with neurology, Cleveland Clinic and Piramidal are cooking a kitchen that seeks to quickly identify problems, thereby improving patient care and reducing the burden of medical interventions. If you’re interested in the intersection of AI, neuroscience, and healthcare, this story offers a fascinating glimpse into a promising future.
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