Analysis of Near-Fall Detection Method Utilizing Dynamic Motion Images and Transfer Learning
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3539449
Abstract: This study explores a model for detecting fall, non-fall and near-fall events as frequent experiences of near-falls are closely associated with a heightened risk of falls. Detecting near-falls can lead to more accurate predictions of… read more here.
Keywords: near fall; fall events; near falls; transfer learning ... See more keywords
Deep Learning-Based Near-Fall Detection Algorithm for Fall Risk Monitoring System Using a Single Inertial Measurement Unit
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2022.3199068
Abstract: 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 prevent future falls and obtain quantitative… read more here.
Keywords: fall; near fall; using single; near falls ... See more keywords
The Design and Engineering of a Fall and Near-Fall Detection Electronic Textile
Sign Up to like & getrecommendations! Published in 2023 at "Materials"
DOI: 10.3390/ma16051920
Abstract: Falls can be detrimental to the quality of life of older people, and therefore the ability to detect falls is beneficial, especially if the person is living alone and has injured themselves. In addition, detecting… read more here.
Keywords: design engineering; fall; near fall; electronic textile ... See more keywords