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Data Analytics and Applications of the Wearable Sensors in Healthcare

This book provides a collection of comprehensive research articles on data analytics and applications of wearable devices in healthcare. This Special Issue presents 28 research studies from 137 authors representing 37 institutions from 19 countries. To facilitate the understanding of the research ar...

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Bibliographic Details
Main Author: Syed Abdul, Shabbir
Other Authors: Luque, Luis Fernandez, Garcia-Gomez, Juan Miguel, Garcia-Zapirain, Begoña
Format: eBook
Language:English
Published: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2020
Subjects:
Gps
Machine Learning
Hidden Markov Model
Inertial Measurement Units
Denoising
Physical Activity Type
Patient Health And State Monitoring
Predictive Analytics
Exercise Therapy
Genetic Algorithm
Healthcare Movement Sensing
Motion Sensors
Biomedical Signal Processing
Feature Selection
Iot
Orthopedics
Filtering Algorithm
Deep Learning
Accidental Falls
Signal Analysis
Multivariate Analysis
Supervised Machine Learning
Functional Decline
Health
Inertial Measurement Unit
Heat Stroke
Heart Failure (hf)
Precision Ergonomics
Respiration Rate
Gis
Wellbeing At Work
Cross Correlation Analysis
Musculoskeletal Disorders
Skill Assessment
Noncontact Electrode
Exercise Intervention
Classifier Optimization
Respiratory Monitoring
Longitudinal Study
Classifier Efficiency
Mobile Health
Physical Activity
Walking
Myocardial Ischemia
Telemedicine
Motion
Heart Rate
Non-wearable Sensors
Non-contact Sensor
Wearable Sensing
Wearable Device
Accelerometers
Activities Of Daily Living
Edge Computing
Orientation-invariant Sensing
Physical Workload
Healthcare
Action Research Arm Test
Body Worn Sensors
Exercise Experiment
Conductive Gels
Biomedical Technology
P-ergonomics
Optoelectronic Plethysmography
Posture Analysis
Wireless Sensor Network
Hemodialysis
Citizen Science
Gyroscope
Integration
Actigraph
Time-domain Features
Personal Risk Detection
Human Movement
Smart Clothes
Geneactiv Accelerometer
Smart Textiles
Heart Rate Variability
Mechanocardiogram (mcg)
Mimu
Ehealth
N/a
Calibration
Pacemaker
Magnetometer
Humanities / Bicssc
Social Interaction / Bicssc
Clothing Sensors
Actigraphy
Free-living
Bispectrum
One-class Classification
Occupational Healthcare
Performance Measures
Monitoring
Talking Detection
Physiological Parameters
Wearable Sensor
Wearable Devices
Left Ventricular Ejection Fraction (lvef)
Services
Lstm
Physical Activity Classification
Wearable Sensors
Cameras
State Space Model
Feature Extraction
Wearable Systems For Healthcare
Iot Wearable Monitor
Principal Component Analysis
Encoding
Pattern Classification
Probabilistic Inference
Fall Detection
Accelerometer
Latent Features
Recurrent Neural Networks
Machine Learning For Real-time Applications
Real-world
Impedance Pneumography
Spinal Posture
Human Factors
Wearable
Activity Recognition And Monitoring
Wearables
Wavelets
Sedentary Behavior
Signal Processing
Biofeedback
Wearable Biomedical Sensors
Entropy
Upper Extremity
Artificial Intelligence
Data Compression
Technology Acceptance Model (tam)
Disease Prevention
Gaussian Mixture Model
Cluster Analysis
Ventricular Premature Contraction
Frequency-domain Features
Embedded System
Energy Expenditure
Activity Monitoring
Real-life
Electrocardiogram
Qualitative
Neural Network
Behaviour Analysis
Human Activity Recognition
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
Summary:This book provides a collection of comprehensive research articles on data analytics and applications of wearable devices in healthcare. This Special Issue presents 28 research studies from 137 authors representing 37 institutions from 19 countries. To facilitate the understanding of the research articles, we have organized the book to show various aspects covered in this field, such as eHealth, technology-integrated research, prediction models, rehabilitation studies, prototype systems, community health studies, ergonomics design systems, technology acceptance model evaluation studies, telemonitoring systems, warning systems, application of sensors in sports studies, clinical systems, feasibility studies, geographical location based systems, tracking systems, observational studies, risk assessment studies, human activity recognition systems, impact measurement systems, and a systematic review. We would like to take this opportunity to invite high quality research articles for our next Special Issue entitled "Digital Health and Smart Sensors for Better Management of Cancer and Chronic Diseases" as a part of Sensors journal.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:1 electronic resource (498 p.)
ISBN:books978-3-03936-351-3
9783039363513
9783039363506

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