Results 21 to 30 of about 281,919 (258)

Sensor Location Analysis and Minimal Deployment for Fall Detection System

open access: yesIEEE Access, 2020
Human falls are considered as an important health problem worldwide. Fall detection systems can alert when a fall occurs reducing the time in which a person obtains medical attention.
Hiram Ponce   +2 more
doaj   +1 more source

Deep Learning-Based Fall Detection Using WiFi Channel State Information

open access: yesIEEE Access, 2023
Falls have always been one of the major threats to the health and well-being of elderly people, particularly for those living alone. Both wearable and non-wearable fall detection systems have already been developed.
Yi Chu   +4 more
doaj   +1 more source

Wearable Inertial Sensing for ICT Management of Fall Detection, Fall Prevention, and Assessment in Elderly

open access: yesTechnologies, 2018
Falls are one of the most common causes of accidental injury: approximately, 37.3 million falls requiring medical intervention occur each year. Fall-related injuries may cause disabilities, and in some extreme cases, premature death among older adults ...
Vincenzo Genovese   +3 more
doaj   +1 more source

Elderly Fall Detection Based on GCN-LSTM Multi-Task Learning Using Nursing Aids Integrated with Multi-Array Flexible Tactile Sensors

open access: yesBiosensors, 2023
Due to the frailty of elderly individuals’ physical condition, falling can lead to severe bodily injuries. Effective fall detection can significantly reduce the occurrence of such incidents.
Tong Li   +7 more
doaj   +1 more source

Vision-Based Fall Detection Using ST-GCN

open access: yesIEEE Access, 2021
Falls are a growing issue in society and has become a hot topic in the healthcare domain. Falls are more likely to occur to due to age or health problems such as cardiovascular issues and muscle weakness. In this work we focus on fall detection.
Oussema Keskes, Rita Noumeir
doaj   +1 more source

Automatic Fall Monitoring: A Review

open access: yesSensors, 2014
Falls and fall-related injuries are major incidents, especially for elderly people, which often mark the onset of major deterioration of health. More than one-third of home-dwelling people aged 65 or above and two-thirds of those in residential care ...
Natthapon Pannurat   +2 more
doaj   +1 more source

Data about fall events and ordinary daily activities from a sensorized smart floor

open access: yesData in Brief, 2021
A smart floor with 16 embedded pressure sensors was used to record 420 simulated fall events performed by 60 volunteers. Each participant performed seven fall events selected from the guidelines defined in a previous study. Raw data were grouped and well
Aleksandar Tošić   +2 more
doaj   +1 more source

Elderly Fall Detection and Fall Direction Detection via Various Machine Learning Algorithms Using Wearable Sensors

open access: yesHittite Journal of Science and Engineering, 2021
The world population is aging rapidly. Some of the elderly live alone and it is observed that the elderly who live with their families frequently have to stay at home alone, especially during the working hours of adult members of the family.
Yılmaz Güven, Sıtkı Kocaoğlu
doaj   +1 more source

Fall Detection System Based on Simple Threshold Method and Long Short-Term Memory: Comparison with Hidden Markov Model and Extraction of Optimal Parameters

open access: yesApplied Sciences, 2022
In an aging global society, a few complex problems have been occurring due to falls among the increasing elderly population. Therefore, falls are detected using a pendant-type sensor that can be worn comfortably for fall detection.
Seung Su Jeong, Nam Ho Kim, Yun Seop Yu
doaj   +1 more source

Fall Detection Based on Dual-Channel Feature Integration

open access: yesIEEE Access, 2020
Falls have caught great harm to the elderly living alone at home. This paper presents a novel visual-based fall detection approach by Dual-Channel Feature Integration.
Bo-Hua Wang   +4 more
doaj   +1 more source

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