Responsible AI: Protecting Against Data Leakage
Artificial Intelligence (AI) can bring incredible new capabilities to medical technology and dementia assessment, but AI also carries ethical and structural risks that need to…
Advancing Alzheimer’s Detection using EEG
In 2022, at the Alzheimer’s Association International Conference, Brookshire et al. presented our break-through approach to detecting Alzheimer’s disease. Using a novel method based on…
How SPARK’s Fractal Analyses Revolutionize Dementia Detection
In 2023 at the Alzheimer’s Association International Conference, Yoder et al. presented our ground-breaking work on a novel EEG analysis method developed by SPARK called…
Measuring Degree of Cognitive Impairment with EEG
In a 2022 presentation at the Alzheimer’s Association International Conference, Wu et al. presented their progress using EEG to measure degree of cognitive impairment. They…
Differentiating Causes of Dementia using EEG
One major challenge in evaluating patients for dementia is that dementia may be caused by one or more underlying conditions. The cause of dementia (the…
Nested Cross-Validation: Robust Machine Learning Methods for Alzheimer’s Detection
At the Alzheimer’s Association International Conference in 2022, we presented our work on designing and validating machine learning models for Alzheimer’s detection using EEG. They…