Abstract
This book provides an interdisciplinary look at emerging trends in signal processing and biomedicine found at the intersection of healthcare, engineering, and computer science. It examines the vital role signal processing plays in enabling a new generation of technology based on big data, and looks at applications ranging from medical electronics to data mining of electronic medical records. Topics covered include analysis of medical images, machine learning, biomedical nanosensors, wireless technologies, and instrumentation and electrical stimulation. Biomedical Signal Processing: Innovation and Applications presents tutorials and examples of successful applications, and will appeal to a wide range of professionals, researchers, and students interested in applications of signal processing, medicine, and biology.
| Original language | English (US) |
|---|---|
| Publisher | Springer International Publishing |
| Number of pages | 261 |
| ISBN (Electronic) | 9783030674946 |
| ISBN (Print) | 9783030674939 |
| DOIs | |
| State | Published - Apr 12 2021 |
Keywords
- Adaptive filtering
- Big Data
- Bioinformatics
- Biomedical engineering
- Biomedical instrumentation
- Biomedical nanosensors
- Data classification
- Data mining
- Linear filtering and prediction
- Machine learning
- Medical imaging
- Nonlinear filtering and prediction
- Signal analysis
- Signal processing
- Time-frequency
ASJC Scopus subject areas
- Engineering(all)
- Biochemistry, Genetics and Molecular Biology(all)
- Medicine(all)