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Challenges, issues and trends in fall detection systems
R Igual, C Medrano, I Plaza - Biomedical engineering online, 2013 - Springer
Since falls are a major public health problem among older people, the number of systems
aimed at detecting them has increased dramatically over recent years. This work presents …
aimed at detecting them has increased dramatically over recent years. This work presents …
A survey on recent advances in wearable fall detection systems
A Ramachandran, A Karuppiah - BioMed research international, 2020 - Wiley Online Library
With advances in medicine and healthcare systems, the average life expectancy of human
beings has increased to more than 80 yrs. As a result, the demographic old‐age …
beings has increased to more than 80 yrs. As a result, the demographic old‐age …
Home camera-based fall detection system for the elderly
K De Miguel, A Brunete, M Hernando, E Gambao - Sensors, 2017 - mdpi.com
Falls are the leading cause of injury and death in elderly individuals. Unfortunately, fall
detectors are typically based on wearable devices, and the elderly often forget to wear them …
detectors are typically based on wearable devices, and the elderly often forget to wear them …
The need to approximate the use-case in clinical machine learning
S Saeb, L Lonini, A Jayaraman, DC Mohr… - …, 2017 - academic.oup.com
The availability of smartphone and wearable sensor technology is leading to a rapid
accumulation of human subject data, and machine learning is emerging as a technique to …
accumulation of human subject data, and machine learning is emerging as a technique to …
Activity-aware fall detection and recognition based on wearable sensors
F Hussain, F Hussain, M Ehatisham-ul-Haq… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
Falling is a severe hazard among older adults. Fall treatment is considered to be one of the
most costly treatments, which usually extends to a long time. One bad fall can cause severe …
most costly treatments, which usually extends to a long time. One bad fall can cause severe …
[HTML][HTML] Fall detection in older adults with mobile IoT devices and machine learning in the cloud and on the edge
D Mrozek, A Koczur, B Małysiak-Mrozek - Information Sciences, 2020 - Elsevier
Remote monitoring of older adults and detecting dangers in the state of human health have
become essential elements of modern telemedicine. Falls are a frequent reason for deaths …
become essential elements of modern telemedicine. Falls are a frequent reason for deaths …
Deep learning-based near-fall detection algorithm for fall risk monitoring system using a single inertial measurement unit
Proactively detecting falls and preventing injuries are among the primary keys to a healthy
life for the elderly. Near-fall remote monitoring in daily life could provide key information to …
life for the elderly. Near-fall remote monitoring in daily life could provide key information to …
From fall detection to fall prevention: A generic classification of fall-related systems
K Chaccour, R Darazi, AH El Hassani… - IEEE Sensors …, 2016 - ieeexplore.ieee.org
Falls are a major health problem for the frail community dwelling old people. For more than
two decades, falls have been extensively investigated by medical institutions to mitigate their …
two decades, falls have been extensively investigated by medical institutions to mitigate their …
Digital technology to enable aging in place
K Kim, SS Gollamudi, S Steinhubl - Experimental gerontology, 2017 - Elsevier
Aging, both of individuals and populations, presents challenges and opportunities. The
multitude of morbidities and disabilities that are a too common component of aging …
multitude of morbidities and disabilities that are a too common component of aging …
A comparison of accuracy of fall detection algorithms (threshold-based vs. machine learning) using waist-mounted tri-axial accelerometer signals from a …
Falls are the leading cause of injury-related morbidity and mortality among older adults.
Over 90% of hip and wrist fractures and 60% of traumatic brain injuries in older adults are …
Over 90% of hip and wrist fractures and 60% of traumatic brain injuries in older adults are …