Intelligent Biosignal Processing in Wearable and Implantable Sensors

Intelligent Biosignal Processing in Wearable and Implantable Sensors

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...

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

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