TY  - GEN
T1  - Wearable Sensors for Supporting Diagnosis, Prognosis, and Monitoring of Neurodegenerative Diseases
A2  - Olmo, Gabriella
LA  - eng
PB  - MDPI - Multidisciplinary Digital Publishing Institute
YR  - 2023
UL  - https://ebooks.jgu.edu.in/Record/doab-20.500.12854-100015
AB  - Neurodegenerative disorders (NDs) are becoming more prevalent in our aging population, and traditional methods of monitoring ND symptoms can be challenging. Wearable technology offers several advantages, such as continuous monitoring, objective measurements, and remote monitoring. The present reprint includes a collection of eleven research and review articles that propose wearable solutions and explore signal processing, machine learning, and deep learning approaches for the computerized diagnosis and monitoring of NDs. Topics covered include using wearable technology to measure blood pressure, movement, sleep patterns, and brain activity, and developing predictive models to support clinicians in making informed decisions about treatment and care. This reprint is a valuable resource for anyone interested in the potential of wearable technology to improve the diagnosis and management of NDs.
SN  - 9783036572253
SN  - 9783036572246
KW  - gait analysis
KW  - Parkinson’s disease
KW  - convolutional neural networks
KW  - gate recurrent units
KW  - deep learning
KW  - cardiovascular diseases
KW  - blood pressure
KW  - hypertension
KW  - photoplethysmography
KW  - artificial neural networks
KW  - neurodegenerative disease
KW  - remote monitoring
KW  - telemonitoring
KW  - wearable sensor
KW  - Parkinson’s Disease
KW  - image processing
KW  - hypomimia
KW  - FE
KW  - classic techniques
KW  - machine learning
KW  - ANN
KW  - KNN
KW  - machine learning (ML)
KW  - naïve Bayes classification
KW  - SVM
KW  - bradykinesia
KW  - wearables
KW  - inertial sensors
KW  - artificial intelligence
KW  - Internet of Things
KW  - trust management
KW  - healthcare
KW  - digital revolution
KW  - edge clouds
KW  - security
KW  - privacy preservation
KW  - neurological disorders
KW  - wearable sensors
KW  - frequency harmonics
KW  - gait impairments
KW  - gait
KW  - harmonic ratio (HR)
KW  - smoothness
KW  - symmetry
KW  - older adults
KW  - inertial sensor
KW  - biofeedback
KW  - neurodegenerative diseases
KW  - movement anticipation
KW  - rs-fMRI
KW  - classifications
KW  - high-order neuro-dynamic functional network
KW  - Alzheimer’s disease
KW  - sleep monitoring
KW  - sleep disorders
KW  - Parkinson disease
KW  - dementia
KW  - Alzheimer Disease
KW  - video analysis
KW  - n/a
KW  - thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
ER  -