Intelligent Biosignal Processing in Wearable and Implantable Sensors

• Andere auteurs: Costin, Hariton-Nicolae (Redacteur), Sanei, Saeid (Redacteur)
• Formaat: Elektronisch Hoofdstuk
• Taal: Engels
• Gepubliceerd in: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
• Onderwerpen: Technology: general issues; History of engineering & technology; electrocardiogram; deep metric learning; k-nearest neighbors classifier; premature ventricular contraction; dimensionality reduction; classifications; Laplacian eigenmaps; locality preserving projections; compressed sensing; convolutional neural network; EEG; epileptic seizure detection; RISC-V; ultra-low-power; sepsis; atrial fibrillation; prediction; heart rate variability; feature extraction; random forest; annotations; myoelectric prosthesis; sEMG; grasp phases analysis; grasp classification; machine learning; electronic nose; liver dysfunction; cirrhosis; semiconductor metal oxide gas sensor; vagus nerve; intraneural; decoding; intrafascicular; recording; carbon nanotube; artificial intelligence; lens-free shadow imaging technique; cell-line analysis; cell signal enhancement; deep learning; ECG signal; reconstruction dictionaries; projection matrices; signal classifications; osteopenia; sarcopenia; XAI; SHAP; IMU; gait analysis; sensors; convolutional neural networks; Parkinson's disease; biomedical monitoring; accelerometer; pressure sensor; disease management; electromyography; correlation; high blood pressure; hypertension; photoplethysmography; electrocardiography; calibration; classification models; COVID-19; ECG trace image; transfer learning; Convolutional Neural Networks (CNN); feature selection; sympathetic activity (SNA); skin sympathetic nerve activity (SKNA); electrodes; electrocardiogram (ECG); cardiac time interval; dynamic time warping; fiducial point detection; heart failure; seismocardiography; wearable electroencephalography; motor imagery; motor execution; beta rebound; brain-machine interface; EEG classification; n/a
• Online toegang: DOAB: download the publication; DOAB: description of the publication

This reprint provides a collection of papers illustrating the state-of-the-art of smart processing of data coming from wearable, implantable or portable sensors. Each paper presents the design, databases used, methodological background, obtained results, and their interpretation for biomedical appli...