Cargando…

Performance and Characteristics of Wearable Sensor Systems Discriminating and Classifying Older Adults According to Fall Risk: A Systematic Review

Sensor-based fall risk assessment (SFRA) utilizes wearable sensors for monitoring individuals’ motions in fall risk assessment tasks. Previous SFRA reviews recommend methodological improvements to better support the use of SFRA in clinical practice. This systematic review aimed to investigate the ex...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kristoffersson, Annica, Du, Jiaying, Ehn, Maria
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8434325/ https://www.ncbi.nlm.nih.gov/pubmed/34502755 http://dx.doi.org/10.3390/s21175863

Ejemplares similares

Clinical Sensor-Based Fall Risk Assessment at an Orthopedic Clinic: A Case Study of the Staff’s Views on Utility and Effectiveness
por: Ehn, Maria, et al.
Publicado: (2023)

A Systematic Review of Wearable Sensors for Monitoring Physical Activity
por: Kristoffersson, Annica, et al.
Publicado: (2022)

A Systematic Review on the Use of Wearable Body Sensors for Health Monitoring: A Qualitative Synthesis
por: Kristoffersson, Annica, et al.
Publicado: (2020)

Using Low-Resolution Non-Invasive Infrared Sensors to Classify Activities and Falls in Older Adults
por: Márquez, Gastón, et al.
Publicado: (2022)

A Systematic Review of Wearable Sensor-Based Technologies for Fall Risk Assessment in Older Adults
por: Chen, Manting, et al.
Publicado: (2022)

Detection of Real-World Trips in At-Fall Risk Community Dwelling Older Adults Using Wearable Sensors
por: Handelzalts, Shirley, et al.
Publicado: (2020)

A Pilot Study to Validate a Wearable Inertial Sensor for Gait Assessment in Older Adults with Falls
por: García-Villamil, Guillermo, et al.
Publicado: (2021)

Survey on Fall Detection and Fall Prevention Using Wearable and External Sensors
por: Delahoz, Yueng Santiago, et al.
Publicado: (2014)

Smart Wearables with Sensor Fusion for Fall Detection in Firefighting
por: Chai, Xiaoqing, et al.
Publicado: (2021)

A study on the impact of the users’ characteristics on the performance of wearable fall detection systems
por: Santoyo-Ramón, José Antonio, et al.
Publicado: (2021)

OPERATIONALIZING THE FRAILTY INDEX BASED ON WEARABLE SENSOR TO ASSESS FUNCTIONAL PERFORMANCE IN OLDER ADULTS
por: Nguyen, Hung, et al.
Publicado: (2019)

Detecting Falls with Wearable Sensors Using Machine Learning Techniques
por: Özdemir, Ahmet Turan, et al.
Publicado: (2014)

Wearable Fall Detector using Integrated Sensors and Energy Devices
por: Jung, Sungmook, et al.
Publicado: (2015)

Development of a Wearable-Sensor-Based Fall Detection System
por: Wu, Falin, et al.
Publicado: (2015)

Wearable Feet Pressure Sensor for Human Gait and Falling Diagnosis
por: Bucinskas, Vytautas, et al.
Publicado: (2021)

State-of-the-Art Wearable Sensors and Possibilities for Radar in Fall Prevention
por: Argañarás, José Gabriel, et al.
Publicado: (2021)

Wearable Sensor Systems for Fall Risk Assessment: A Review
por: Subramaniam, Sophini, et al.
Publicado: (2022)

Ablation Analysis to Select Wearable Sensors for Classifying Standing, Walking, and Running †
por: Gonzalez, Sarah, et al.
Publicado: (2020)

Real World Evidence of Wearable Smartbelt for Mitigation of Fall Impact in Older Adult Care
Publicado: (2023)

Comparison of older adults’ visual perceptual skills, cognitive function, and fall efficacy according to fall risk in the elderly
por: Lee, HyeJin, et al.
Publicado: (2016)

Support Vector Machine Classifiers Show High Generalizability in Automatic Fall Detection in Older Adults
por: Alizadeh, Jalal, et al.
Publicado: (2021)

Wearable Stretch Sensors for Human Movement Monitoring and Fall Detection in Ergonomics
por: Chander, Harish, et al.
Publicado: (2020)

Home‐based monitoring of falls using wearable sensors in Parkinson's disease
por: Silva de Lima, Ana Lígia, et al.
Publicado: (2019)

A Study of One-Class Classification Algorithms for Wearable Fall Sensors
por: Santoyo-Ramón, José Antonio, et al.
Publicado: (2021)

Fall Risk Assessment Using Wearable Sensors: A Narrative Review
por: Ferreira, Rafael N., et al.
Publicado: (2022)

Classifying Elite From Novice Athletes Using Simulated Wearable Sensor Data
por: Ross, Gwyneth B., et al.
Publicado: (2020)

Sensoring the Neck: Classifying Movements and Actions with a Neck-Mounted Wearable Device †
por: Lacanlale, Jonathan, et al.
Publicado: (2022)

Prediction of fall risk among community-dwelling older adults using a wearable system
por: Lockhart, Thurmon E., et al.
Publicado: (2021)

Wearable-Sensor-Based Classification Models of Faller Status in Older Adults
por: Howcroft, Jennifer, et al.
Publicado: (2016)

A dataset for the development and optimization of fall detection algorithms based on wearable sensors
por: Cotechini, Valentina, et al.
Publicado: (2019)

Digital assessment of falls risk, frailty, and mobility impairment using wearable sensors
por: Greene, Barry R., et al.
Publicado: (2019)

Patch-Transformer Network: A Wearable-Sensor-Based Fall Detection Method
por: Wang, Shaobing, et al.
Publicado: (2023)

Ensemble of One-Class Classifiers for Personal Risk Detection Based on Wearable Sensor Data
por: Rodríguez, Jorge, et al.
Publicado: (2016)

Classifier-Based Data Transmission Reduction in Wearable Sensor Network for Human Activity Monitoring
por: Lewandowski, Marcin, et al.
Publicado: (2020)

Experimental Study: Deep Learning-Based Fall Monitoring among Older Adults with Skin-Wearable Electronics
por: Lee, Yongkuk, et al.
Publicado: (2023)

Falls Risk and Simulated Driving Performance in Older Adults
por: Gaspar, John G., et al.
Publicado: (2013)

Evaluation of Classifier Performance for Multiclass Phenotype Discrimination in Untargeted Metabolomics
por: Trainor, Patrick J., et al.
Publicado: (2017)

On the Comparison of Wearable Sensor Data Fusion to a Single Sensor Machine Learning Technique in Fall Detection
por: Tsinganos, Panagiotis, et al.
Publicado: (2018)

A Novel Hybrid Deep Neural Network to Predict Pre-impact Fall for Older People Based on Wearable Inertial Sensors
por: Yu, Xiaoqun, et al.
Publicado: (2020)

Characteristics and Circumstances of Falls in the Community-Dwelling Older Adult Population
por: Molés Julio, María Pilar, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_jtsk9kpcekf6t0osgovvm38do2