Automated EEG-based diagnosis of neurological disorders
Hojjat Adeli • 2010 • CRC Press/Taylor & Francis
- Author
- Hojjat Adeli
- First published
- 2010
- Publisher
- CRC Press/Taylor & Francis
- ISBN
- 9781282902817
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Where it came from
Published in 2010 by CRC Press as part of their focus on biomedical engineering and computational intelligence, this volume addresses the growing intersection of neurology and machine learning. Hojjat Adeli, a professor at The Ohio State University known for his extensive research in neurocomputing and pattern recognition, synthesized current methodologies for interpreting electroencephalogram data to improve diagnostic accuracy for conditions like epilepsy and brain tumors.
The book serves as a technical compendium for researchers and clinical practitioners, documenting the transition of EEG analysis from manual signal interpretation to automated, algorithm-driven diagnostics. Adeli’s work reflects the period's push toward objective, quantitative metrics in clinical neurology, emphasizing the development of robust feature extraction and classification systems designed to assist clinicians in processing complex, high-dimensional neurophysiological data.
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