Biomedical Signal Processing with Artificial Intelligence, a new volume in the Developments in Biomedical Engineering and Bioelectronics series, covers the basics of analog and digital data and data acquisition. The book explains the role of smart sensors, smart materials and wearables in relation to biomedical signals. It also provides background to statistical analysis in biomedical systems. Several types of biomedical signals are introduced and analyzed, including ECG and EEG signals. The role of Machine Learning, including Deep Learning, Neural Networks, and the implications of the expansion of artificial intelligence is also covered, as are biomedical images and their segmentation, classification and detection. This book covers all aspects of signals, from acquisition, the use of hardware and software, analyzing signals, and making use of AI in problem-solving. Developments in Biomedical Engineering and Bioelectronics is a 10-volume series which covers recent developments, trends and advances in this field. Edited by leading academics in the field, and taking a multidisciplinary approach, this series is a forum for cutting-edge, contemporary review articles and contributions from key 'up-and-coming' academics across the full subject area. Presents comprehensive coverage and the latest advances and applications in biomedical signal processingContains contributions from recognized researchers and field leadersIncludes online presentations, tutorials, applications and algorithm examples INDICE: 1. Digital Data2. Data acquisition and Smart sensors3. Statistical analysis and characterization4. Sequence analysis5. Cellular motion tracking6. Segmentation7. Classification - automatic classification algorithms - supervised and unsupervised8. Artificial intelligence applications and deep learning9. Internet of Things and cloud applications10. Smart biomaterial applications11. HCI, BCI, and EEG signal analysis12. ECG signal analysis13. Big Data in Healthcare 14. Introduction to Medical imaging applications
- ISBN: 978-0-12-818946-7
- Editorial: Academic Press
- Encuadernacion: Rústica
- Páginas: 400
- Fecha Publicación: 01/06/2020
- Nº Volúmenes: 1
- Idioma: Inglés