Biomedical signal processing and artificial intelligence in healthcare /

"Biomedical Signal Processing and Artificial Intelligence in Healthcare is a new volume in the Developments in Biomedical Engineering and Bioelectronics series. This volume covers the basics of biomedical signal processing and artificial intelligence. It explains the role of machine learning in...

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Bibliographic Details
Call Number:Libro Electrónico
Other Authors: Zgallai, Walid A. (Editor)
Format: Electronic eBook
Language:Inglés
Published: London, United Kingdom : Academic Press, an imprint of Elsevier, [2020]
Series:Developments in biomedical engineering and bioelectronics.
Subjects:
Biomedical engineering.
Artificial intelligence > Medical applications.
Artificial intelligence.
Biomedical Engineering
Artificial Intelligence
G�enie biom�edical.
Intelligence artificielle en m�edecine.
Intelligence artificielle.
biomedical engineering.
artificial intelligence.
Online Access:Texto completo
Table of Contents:
  • 1. Introduction to biomedical signal processing and artificial intelligence / Noura Al Hinai
  • 2. Characterization of biomedical signals: Feature engineering and extraction / Bashar Rajoub
  • 3. Supervised and unsupervised learning / Bashar Rajoub
  • 4. Machine learning in biomedical signal processing with ECG applications / Bashar Rajoub
  • 5. Deep EEG: Deep learning in biomedical signal processing with EEG applications / J. Teye Brown and Walid Zgallai
  • 6. Fuzzy logic in medicine / Dilber Uzun Ozsahin, Berna Uzun, Ilker Ozsahin, Mubarak Taiwo Mustapha, and Musa Sani Musa
  • 7. Neural network applications in medicine / Ilker Ozsahin and Dilber Uzun Ozsahin
  • 8. Analysis and management of sleep data / Christoph Janott.

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