Fall prediction using behavioural modelling from sensor data in smart homes
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DOI: 10.1007/s10462-019-09687-7
Abstract: The number of methods for identifying potential fall risk is growing as the rate of elderly fallers continues to rise in the UK. Assessments for identifying risk of falling are usually performed in hospitals and… read more here.
Keywords: sensor data; risk; fall prediction; prediction using ... See more keywords
Trajectories in physical performance and fall prediction in older adults: A longitudinal population‐based study
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DOI: 10.1111/jgs.17995
Abstract: A physical performance evaluation can inform fall risk in older people, however, the predictiveness of a one‐time assessment is limited. The trajectory of physical performance over time has not been well characterized and might improve… read more here.
Keywords: fall prediction; trajectories physical; physical performance; performance ... See more keywords
An Approach for Fall Prediction Based on Kinematics of Body Key Points Using LSTM
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DOI: 10.3390/ijerph192113762
Abstract: Many studies have used sensors attached to adults in order to collect signals by which one can carry out analyses to predict falls. In addition, there are research studies in which videos and photographs were… read more here.
Keywords: kinematics; approach fall; fall prediction; body ... See more keywords