EEG Machine Learning Services

We support companies using EEG data to provide explainable results.

Dasion provides accurate, fast and explainable EEG Machine Learning Technologies to EEG companies, hospitals and doctors by identifying patterns and biomarkers in EEG data to distinguish Brain tumors, mTBI, Alzeihmer’s, Parkinson’s diseases, and sleep disorders.

Dasion's Geometric Unified Learning (GUL) tools have capabilities of vectorizing EEG data features, compressing EEG data, searching and learning simultaneously, with highly interpretable results. When the technology makes predictions of the above diseases, it gives patterns for each different disease. It will show the user exactly which data points are responsible for those predictions.

Detecting Brain Injuries

Dasion invented Brain Injury biomarkers, called guWing, based on EEG Geometric Machine Learning and data analytics which achieves 96% - 100% accuracy only using a few selected EEG channels to identify, classify, predict, and care for brain injury in real-time.

Mild Traumatic Brain Injury (mTBI) is a common brain injury and affects a diverse group of people: soldiers, constructors, athletes, drivers, children, elders, and nearly everyone. Thus, having a well established, fast, cheap, and accurate classification method is crucial for the well-being of people around the globe. Luckily, using Machine Learning (ML) on electroencephalography (EEG) data shows promising results. Dasion has analyzed the most cutting-edge technologies. We reviewed, summarized, and compared the fourteen most cutting-edge machine learning research papers for predicting and classifying mTBI in terms of 1) EEG data types, 2) data preprocessing methods, 3) machine learning feature representations, 4) feature extraction methods, and 5) machine learning classifiers and predictions.

Detecting Alzheimer's and Parkinson's

Dasion develops cutting-edge AI technology by combining voice data analysis with walking cycle data analysis (both collected by users’ cell phones) to detect Alzheimer’s and Parkinson’s diseases to help companies who need Dasion’s technologies to increase their ML accuracy. Dasion provides explainable machine learning tools to save you time and money for initial screening or during diagnosis for neurological diseases.

In fact, Dasion is also developing similar technologies for detecting other neurological disorders, creating AI technology for taking care of stroke patients, and understanding brain functions by creating cutting-edge AI technology to help companies like you.

Mathematical Modeling & Creating Novel ML Algorithms

Dasion builds models for neurological disorders and stroke understanding brain functions by developing cutting-edge AI technology to help companies like you.