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Data Analytics and Applications of the Wearable Sensors in Healthcare
| Data Analytics and Applications of the Wearable Sensors in Healthcare |
| Autore | Syed Abdul Shabbir |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (498 p.) |
| Soggetto topico |
Humanities
Social interaction |
| Soggetto non controllato |
accelerometer
accelerometers accidental falls actigraph actigraphy action research arm test activities of daily living activity monitoring activity recognition and monitoring artificial intelligence behaviour analysis biofeedback biomedical signal processing biomedical technology bispectrum body worn sensors calibration cameras citizen science classifier efficiency classifier optimization clothing sensors cluster analysis conductive gels cross correlation analysis data compression deep learning denoising disease prevention edge computing eHealth electrocardiogram embedded system encoding energy expenditure entropy exercise experiment exercise intervention exercise therapy fall detection feature extraction feature selection filtering algorithm free-living frequency-domain features functional decline Gaussian mixture model GENEactiv accelerometer genetic algorithm GIS GPS gyroscope health healthcare healthcare movement sensing heart failure (HF) heart rate heart rate variability heat stroke hemodialysis hidden Markov model human activity recognition human factors human movement impedance pneumography inertial measurement unit inertial measurement units integration IoT IoT wearable monitor latent features left ventricular ejection fraction (LVEF) longitudinal study LSTM machine learning machine learning for real-time applications magnetometer mechanocardiogram (MCG) MIMU mobile health monitoring motion motion sensors multivariate analysis musculoskeletal disorders myocardial ischemia n/a neural network non-contact sensor non-wearable sensors noncontact electrode occupational healthcare one-class classification optoelectronic plethysmography orientation-invariant sensing orthopedics P-Ergonomics pacemaker patient health and state monitoring pattern classification performance measures personal risk detection physical activity physical activity classification physical activity type physical workload physiological parameters posture analysis precision ergonomics predictive analytics principal component analysis probabilistic inference qualitative real-life real-world recurrent neural networks respiration rate respiratory monitoring sedentary behavior services signal analysis signal processing skill assessment smart clothes smart textiles spinal posture state space model supervised machine learning talking detection technology acceptance model (TAM) Telemedicine time-domain features upper extremity ventricular premature contraction walking wavelets wearable wearable biomedical sensors wearable device wearable devices wearable sensing wearable sensor wearable sensors wearable systems for healthcare wearables wellbeing at work wireless sensor network |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557288603321 |
Syed Abdul Shabbir
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Smart Sensors for Healthcare and Medical Applications
| Smart Sensors for Healthcare and Medical Applications |
| Autore | Formica Domenico |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (432 p.) |
| Soggetto topico |
Humanities
Social interaction |
| Soggetto non controllato |
30-s chair stand test
abdominal movement signal accelerator accelerometer acoustic sensor active control system air flow air-filled cell alternating pressure air mattress archery artificial neural network automatic oxygen concentrator automatic pushing analysis automatic robotic platform BCI bi-directional blood pressure body movements detection body pressure distribution brain monitoring breathing pattern calibration cancer nodules detection cardiac monitoring CCD/CMOS cerebral palsy cervical stiffness cervix computerized assessment methods contactless COPD cross-talk dietary monitoring dosimetry ECG electrode potentials ECG electrode swaps EEG electrical network electrostatic gait signal EMG epilepsy error reduction fetal movement monitor fetal movement simulator fiber Bragg grating fiber Bragg grating sensors (FBGs) fiber Bragg gratings force myography force sensitive resistor forearm frailty syndrome functional magnetic resonance imaging (fMRI) gait analysis gait correction game-based rehabilitation exercises general regression neural network graph theory grasping actions detection healthcare hypopnea improved Detrended Cross-Correlation Analysis cross-correlation coefficient inertial sensor Kinect sensor kinematics linear regression LSTM-RNN machine learning markerless motion capture maternal abdomen model measurements measuring system mobile EEG recordings montage-replaceable headsets motion detection motion tracking sensors motor assessment MR-compatible measuring systems MRI MSMinv transformation multiple sclerosis muscle activity n/a natural sleep environments neural network non-contact monitoring non-invasive measurement oxygen concentrator oxygen delivery oxygen saturation oxygen therapy partial least squares regression people counting personalized digital medicine phantom photodiodes phototransistors (MOSFETs) photovoltaic sensor physical activity piezoelectric diaphragm plastic optical fiber portable oxygen concentrator PPG precision sports predictive analysis pregnancy prosthetic fitting pulse wave signals radiation-induced current random forest reconstructing correct ECG leads regression remote support for pathologists respiration monitoring respiratory medicine respiratory monitoring respiratory rate RGB-D sensors ring-type biosensor SCI patients signal processing sit-to-stand sleep apnea syndrome sleep-wake detection smart textiles stiffness analysis surface EMG synchrosqueezing transform T10MW thermal imaging thoracic movement signal time of flight time of flight sensor torsional wave triaxial accelerometer ultrasound analysis unicolor limb-chest electrodes visual analysis WCT potential change wearable sensors wearable systems |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557489003321 |
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Formica Domenico
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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