Cargando…

Deep Learning to Predict Falls in Older Adults Based on Daily-Life Trunk Accelerometry

Early detection of high fall risk is an essential component of fall prevention in older adults. Wearable sensors can provide valuable insight into daily-life activities; biomechanical features extracted from such inertial data have been shown to be of added value for the assessment of fall risk. Bod...

Descripción completa

Detalles Bibliográficos
Autores principales:	Nait Aicha, Ahmed, Englebienne, Gwenn, van Schooten, Kimberley S., Pijnappels, Mirjam, Kröse, Ben
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2018
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5981199/ https://www.ncbi.nlm.nih.gov/pubmed/29786659 http://dx.doi.org/10.3390/s18051654

Ejemplares similares

Association between Daily-Life Gait Quality Characteristics and Physiological Fall Risk in Older People
por: Schootemeijer, Sabine, et al.
Publicado: (2020)

Quality of Daily-Life Gait: Novel Outcome for Trials that Focus on Balance, Mobility, and Falls
por: van Schooten, Kimberley S., et al.
Publicado: (2019)

Fall-related gait characteristics on the treadmill and in daily life
por: Rispens, Sietse M., et al.
Publicado: (2016)

Characteristics of daily life gait in fall and non fall-prone stroke survivors and controls
por: Punt, Michiel, et al.
Publicado: (2016)

Fractional Stability of Trunk Acceleration Dynamics of Daily-Life Walking: Toward a Unified Concept of Gait Stability
por: Ihlen, Espen A. F., et al.
Publicado: (2017)

The association between age and accelerometry-derived types of habitual daily activity: an observational study over the adult life span in the Netherlands
por: van Schooten, Kimberley S., et al.
Publicado: (2018)

Improved Prediction of Falls in Community-Dwelling Older Adults Through Phase-Dependent Entropy of Daily-Life Walking
por: Ihlen, Espen A. F., et al.
Publicado: (2018)

Responsiveness of Daily Life Gait Quality Characteristics over One Year in Older Adults Who Experienced a Fall or Engaged in Balance Exercise
por: Schootemeijer, Sabine, et al.
Publicado: (2022)

Daily-Life Gait Quality as Predictor of Falls in Older People: A 1-Year Prospective Cohort Study
por: van Schooten, Kimberley S., et al.
Publicado: (2016)

Do Extreme Values of Daily-Life Gait Characteristics Provide More Information About Fall Risk Than Median Values?
por: Rispens, Sietse M, et al.
Publicado: (2015)

Perturbation-based gait training to improve daily life gait stability in older adults at risk of falling: protocol for the REACT randomized controlled trial
por: Rieger, Markus M., et al.
Publicado: (2020)

Ambient intelligence: second international joint conference, AMI 2011, Amsterdam, The Netherlands, November 16-18, 2011, proceedings
por: Keyson, David, et al.
Publicado: (2011)

Daily sedentary time and physical activity as assessed by accelerometry and their correlates in older adults
por: van Ballegooijen, Adriana J., et al.
Publicado: (2019)

The (cost-)effectiveness of an implemented fall prevention intervention on falls and fall-related injuries among community-dwelling older adults with an increased risk of falls: protocol for the in balance randomized controlled trial
por: van Gameren, Maaike, et al.
Publicado: (2021)

The short- and long-term temporal relation between falls and concern about falling in older adults without a recent history of falling
por: Weijer, Roel H. A., et al.
Publicado: (2021)

Association of Prospective Falls in Older People With Ubiquitous Step-Based Fall Risk Parameters Calculated From Ambulatory Inertial Signals: Secondary Data Analysis
por: Al Abiad, Nahime, et al.
Publicado: (2023)

Consequences of lower extremity and trunk muscle fatigue on balance and functional tasks in older people: A systematic literature review
por: Helbostad, Jorunn L, et al.
Publicado: (2010)

Differences in trunk accelerometry between frail and non-frail elderly persons in functional tasks
por: Galán-Mercant, Alejandro, et al.
Publicado: (2014)

Fall risk stratification of community-living older people. Commentary on the world guidelines for fall prevention and management
por: Albites-Sanabria, Jose, et al.
Publicado: (2023)

Physical activity as a risk or protective factor for falls and fall-related fractures in non-frail and frail older adults: a longitudinal study
por: van Gameren, Maaike, et al.
Publicado: (2022)

Assessment of trunk flexion in arm reaching tasks with electromyography and smartphone accelerometry in healthy human subjects
por: Castillo-Escario, Yolanda, et al.
Publicado: (2021)

Sensitivity of Local Dynamic Stability of Over-Ground Walking to Balance Impairment Due to Galvanic Vestibular Stimulation
por: Sloot, Lizeth H., et al.
Publicado: (2011)

Intelligent Fall-Risk Assessment Based on Gait Stability and Symmetry Among Older Adults Using Tri-Axial Accelerometry
por: Lien, Wei-Chih, et al.
Publicado: (2022)

Feature extraction and selection for objective gait analysis and fall risk assessment by accelerometry
por: Caby, Benoit, et al.
Publicado: (2011)

Using Tri-Axial Accelerometry in Daily Elite Swim Training Practice
por: Ganzevles, Sander, et al.
Publicado: (2017)

Accelerometry-Based Physical Activity and Affective Responses to Daily Stressors: An Analysis of the AAPECS Study
por: Puterman, Eli, et al.
Publicado: (2021)

Wireless Tri-Axial Trunk Accelerometry Detects Deviations in Dynamic Center of Mass Motion Due to Running-Induced Fatigue
por: Schütte, Kurt H., et al.
Publicado: (2015)

Does misjudgement in a stepping down paradigm predict falls in an older population?
por: Kluft, N., et al.
Publicado: (2019)

Muscle mass and muscle strength are associated with pre- and post-hospitalization falls in older male inpatients: a longitudinal cohort study
por: Van Ancum, Jeanine M., et al.
Publicado: (2018)

Association between Trunk Muscle Strength and Fall Risk in Older Men and Women with Lumbar Spondylosis
por: Ito, Tadashi, et al.
Publicado: (2021)

Unraveling the interplay between daily life fatigue and physical activity after subarachnoid hemorrhage: an ecological momentary assessment and accelerometry study
por: de Vries, Elisabeth A., et al.
Publicado: (2023)

Daily surveillance of falls is feasible and reveals a high incidence of falls among older adults
por: Antcliff, Susan R., et al.
Publicado: (2022)

Deep Learning for Activity Recognition in Older People Using a Pocket-Worn Smartphone
por: Nan, Yashi, et al.
Publicado: (2020)

The feasibility of predicting ground reaction forces during running from a trunk accelerometry driven mass-spring-damper model
por: Nedergaard, Niels J., et al.
Publicado: (2018)

Combining accelerometry with allometry for estimating daily energy expenditure in joules when in-lab calibration is unavailable
por: Chakravarty, Pritish, et al.
Publicado: (2023)

Correction: Combining accelerometry with allometry for estimating daily energy expenditure in joules when in-lab calibration is unavailable
por: Chakravarty, Pritish, et al.
Publicado: (2023)

Patients’ perceived walking abilities, daily-life gait behavior and gait quality before and 3 months after total knee arthroplasty
por: Fransen, Bas L., et al.
Publicado: (2021)

Abdominal trunk muscle weakness and its association with chronic low back pain and risk of falling in older women
por: Kato, Satoshi, et al.
Publicado: (2019)

Alignment of Physical Activity in Older Couples Affected by Osteoarthritis: Investigation by Accelerometry and Questionnaire
por: Moellenbeck, Burkhard, et al.
Publicado: (2021)

Association of Sedentary and Active Bout Frequency With Mortality in Older Men Using Accelerometry
por: Roe, Lauren S, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_6tt48dk4ruda73gg0tmgjhpko4