Biomedical Signal Processing and Artificial Intelligence in Healthcare
Academic Press Inc (Verlag)
978-0-12-818946-7 (ISBN)
Dr. Walid A. Zgallai earned a PhD in electrical engineering from City University London, United Kingdom and MSc in communications and signal Processing from the University of London, United Kingdom. He has received postgraduate diploma (DIC) from Imperial College of Science, Medicine, and Technology, the University of London, United Kingdom; Postgraduate Certificate in Learning and Teaching from the University of West London, United Kingdom. He serves as the Associate Executive Dean for the Faculty of Engineering Technology and Science at the Higher Colleges of Technology, UAE.
1. Introduction to biomedical signal processing and artificial intelligence
2. Characterization of biomedical signals: Feature engineering and extraction
3. Supervised and unsupervised learning
4. Machine learning in biomedical signal processing with ECG applications
5. Deep EEG: Deep learning in biomedical signal processing with EEG applications
6. Fuzzy logic in medicine
7. Neural network applications in medicine
8. Analysis and management of sleep data
Erscheinungsdatum | 11.08.2020 |
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Reihe/Serie | Developments in Biomedical Engineering and Bioelectronics |
Verlagsort | San Diego |
Sprache | englisch |
Maße | 191 x 235 mm |
Gewicht | 570 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Medizin / Pharmazie ► Physiotherapie / Ergotherapie ► Orthopädie | |
Technik ► Medizintechnik | |
ISBN-10 | 0-12-818946-0 / 0128189460 |
ISBN-13 | 978-0-12-818946-7 / 9780128189467 |
Zustand | Neuware |
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