The artificial intelligence model comes to the intensive care unit

Cleveland clinic Partnership with Piramidal, which is based on San Francisco to develop a large -scale AI model, will be used to monitor brain health for patients in intensive care units.

Instead of text training, the system relies on the electrical brain chart data (EEG), which is collected through the electrodes placed on the scalp and then read by a computer in a series of wavy lines. EEG records the electrical activity of the brain, and changes in this activity can indicate a problem. In preparing the intensive care unit, doctors scan EEG data in search of evidence of seizures, change awareness, or a decrease in brain function.

Currently, doctors rely on the continuous monitoring of EEG to detect abnormal brain activity in the patient of the intensive care unit, but they cannot monitor every patient in actual time. Instead, EEG reports are usually created every 12 or 24 hours and then analyzed to determine if the patient has a nervous problem. It may take from two to four hours to review the Brainwave data, which is handcrafted manually.

“This type of things is a long time. It is personal, and it depends on experience and experience,” says Imad Najm, neurologist and director of the epilepsy at the Cleveland Institute of Neurology.

The Cleveland Clinic and Piramidal system is designed to explain the continuous flows of EEG data and science deformities in seconds so that doctors can intervene sooner.

“Our model is constantly plays the role of patient monitoring in the intensive care unit and allowing doctors to know what is happening with the patient and how the brain’s health develops in actual time,” says Chris Bahja, chief product employee in Pyrami.

Pahuja and CEO Dimitris Fotis Sakellarou Piramidal founded in 2023, with the aim of building a basic brain model – Amnesty International’s system that can read and interpret nerve signals widely across different people. Before that, Sacailio spent 15 years as a nervous engineer and the world of Amnesty International who are doing EEG research. Pahuja has worked on Google and Spotify. The start starting, supported by Y Combinator, raised $ 6 million in seed financing last year.

The company has built its brain form in the intensive care unit using EEG data collections available to the public, as well as EEG data from Cleveland Clinic and other partnerships. SAKELLARIOU says the model includes approximately one million hours of EEG monitoring data from “tens of thousands” of patients, both nervous and unhealthy healthy. Patterns of brain activity are very variable from person to person, so building a brain foundation model requires huge amounts of data to capture common patterns and features.

“The beauty of the foundation model is the same way that ChatgPT can generalize a text, and can adapt to your dialect, and can adapt to your way of writing – our model can be able to adapt to the brains of different people,” says Sakilio.

At the present time, the Cleveland Clinic team and Piramidal team use the patient’s data retroactively to control the form. In the next six to the next eight, they are planning to test the model in the environment of the intensive care unit that is tightly controlled with live patient data and a limited number of family and doctors. From there, they aim to slowly introduce the program to the entire intensive care unit. In the end, the program will allow the hospital system to monitor hundreds of patients at the same time, says Najm.