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Sensors, Signal and Image Processing in Biomedicine and Assisted Living
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This is a collection of recent advances on sensors, systems, and signal/image processing methods for biomedicine and assisted living. It includes methods for heart, sleep, and vital sign measurement; human motion-related signal analysis; assistive systems; and image- and video-based diagnostic systems. It provides an overview of the state-of-the-art challenges in the respective topics and future directions. This will be useful for researchers in various domains, including computer science, electrical engineering, biomedicine, and healthcare researchers.
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Keywords
- action classification
- action tremors
- ant colony optimization
- artificial neural network
- assisted living
- automatic classification
- Barrett neoplasia
- biomedicine
- Biosensors
- blind source separation
- brain cancer
- Brain-computer interface
- Cognition
- color vision deficiency
- compressed sensing
- Computer vision
- contact endoscopy
- contactless measurement
- convolutional neural network
- convolutional neural networks
- convolutional neural networks (CNNs)
- deep learning
- Doppler radar
- Economics, finance, business & management
- electrocardiogram (ECG) coder
- eye tracking
- feature extraction
- feature selection
- Fitbit
- Fuzzy sets
- genetic algorithm
- Glioblastoma
- hardware friendly
- Healthcare
- Heart Rate
- heart rate estimation
- Hexoskin
- high efficiency video coding
- human motor behavior
- Human-computer interaction
- hyperspectral imaging
- Image analysis
- Image processing
- image re-coloring
- image-guided surgery
- Industry & industrial studies
- infection diseases
- Information technology industries
- intraoperative imaging
- laryngeal cancer
- low complexity
- Machine learning
- Media, information & communication industries
- medical optics and biotechnology
- motorized wheelchair
- Movement Related Independent Component
- n/a
- narrow band imaging
- Navigation
- non-uniform sampling
- optical pathology
- Oura
- parkinson’s disease
- particle swarm optimization
- pose tracking
- real-time processing
- recurrent neural networks
- RGB-thermal image processing
- Sleep
- strain gauge
- support vector machine
- telecardiology
- tissue characterization
- tissue detection
- tissue diagnostics
- tremor quantification
- ultrasonic proximity sensors
- upper GI tract
- vehicular ad-hoc networks
- video pletysmography
- visual assistance
- Visual perception
- visually challenged
- vital signs
- wavelet transform
- Wearables
- Withings
Links
DOI: 10.3390/books978-3-03943-419-0Editions