Machine Learning Methods for Recognizing Brain Disorders (2025)
Abstract / truncated to 115 words
Brain disorders represent a significant health challenge. It is estimated that approximately 165 million people suffer from a brain disorder in Europe, while 1 in 3 people will experience such a disorder during their lifetime. Some types of the brain disorders are the following: Alzheimer’s disease, dementias, epilepsy, Parkinson’s disease, Mental disorders, and more. These disorders affect the way people think, feel, or perform daily activities. However, if these disorders are diagnosed early and the person receives suitable medication, their progression may be delayed. For this reason, early diagnosis is crucial. Artificial Intelligence (AI) holds the promise of transforming how we tackle societal issues and enhancing the welfare of both individuals and communities. “AI for ...
alzheimer’s dementia – depression – epilepsy – social media – spontaneous speech – electroencephalogram – deep learning – transformers – explainability – interpretability – multi-task learning – multimodal
Information
- Author
- Ilias, Loukas
- Institution
- National Technical University of Athens
- Supervisor
- Publication Year
- 2025
- Upload Date
- June 24, 2025
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