Cargando…

Analysis of Center of Pressure Signals by Using Decision Tree and Empirical Mode Decomposition to Predict Falls among Older Adults

Falls put older adults at great risk and are related to the body's sense of balance. This study investigated how to detect the possibility of high fall risk subjects among older adults. The original signal is based on center of pressure (COP) measured using a force plate. The falling group incl...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liao, Fang-Yin, Wu, Chun-Chang, Wei, Yi-Chun, Chou, Li-Wei, Chang, Kang-Ming
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8639256/ https://www.ncbi.nlm.nih.gov/pubmed/34868527 http://dx.doi.org/10.1155/2021/6252445

Ejemplares similares

Empirical Mode Decomposition-Derived Entropy Features Are Beneficial to Distinguish Elderly People with a Falling History on a Force Plate Signal
por: Chou, Li-Wei, et al.
Publicado: (2021)

Empirical Variational Mode Decomposition Based on Binary Tree Algorithm
por: Li, Huipeng, et al.
Publicado: (2022)

Comments on identifying causal relationships in nonlinear dynamical systems via empirical mode decomposition
por: Chang, Chun-Wei, et al.
Publicado: (2022)

Arrhythmia ECG Noise Reduction by Ensemble Empirical Mode Decomposition
por: Chang, Kang-Ming
Publicado: (2010)

The Empirical Mode Decomposition-Decision Tree Method to Recognize the Steady-State Visual Evoked Potentials with Wide Frequency Range
por: Sadeghi, Sahar, et al.
Publicado: (2018)

Empirical mode decomposition with missing values
por: Kim, Donghoh, et al.
Publicado: (2016)

Analyzing the locomotory gaitprint of Caenorhabditis elegans on the basis of empirical mode decomposition
por: Lin, Li-Chun, et al.
Publicado: (2017)

Application of Empirical Mode Decomposition for Decoding Perception of Faces Using Magnetoencephalography
por: Hsu, Chun-Hsien, et al.
Publicado: (2021)

Temporal Associations between Weather and Headache: Analysis by Empirical Mode Decomposition
por: Yang, Albert C., et al.
Publicado: (2011)

An Empirical Mode Decomposition Fuzzy Forecast Model for COVID-19
por: Chen, Bo-Lun, et al.
Publicado: (2022)

Cutoff Point of Mini-Balance Evaluation Systems Test Scores for Elderly Estimated by Center of Pressure Measurements by Linear Regression and Decision Tree Classification
por: Liao, Wen-Yen, et al.
Publicado: (2022)

Instantaneous Respiratory Estimation from Thoracic Impedance by Empirical Mode Decomposition
por: Wang, Fu-Tai, et al.
Publicado: (2015)

Ultrasonic Flaw Echo Enhancement Based on Empirical Mode Decomposition
por: Feng, Wei, et al.
Publicado: (2019)

Empirical Mode Decomposition Based Multi-Modal Activity Recognition
por: Hu, Lingyue, et al.
Publicado: (2020)

Analysis of Pressure Fluctuation Characteristics of Central Swirl Combustors Based on Empirical Mode Decomposition
por: Wang, Xuhuai, et al.
Publicado: (2022)

Identification of Under-Detected Periodicity in Time-Series Microarray Data by Using Empirical Mode Decomposition
por: Chen, Chaang-Ray, et al.
Publicado: (2014)

Weak Signal Enhance Based on the Neural Network Assisted Empirical Mode Decomposition
por: Chen, Kai, et al.
Publicado: (2020)

Extraction of Energy Characteristics of Blue Whale Vocalizations Based on Empirical Mode Decomposition
por: Wen, Chai-Sheng, et al.
Publicado: (2022)

Ultrasound Elastography Using Empirical Mode Decomposition Analysis
por: Sadeghi, Sajjad, et al.
Publicado: (2014)

Detecting position dependent tremor with the Empirical mode decomposition
por: Lee, André, et al.
Publicado: (2015)

Jump point detection using empirical mode decomposition
por: Lam, Benson S.Y., et al.
Publicado: (2016)

Cardiopulmonary Resuscitation Pattern Evaluation Based on Ensemble Empirical Mode Decomposition Filter via Nonlinear Approaches
por: Sadrawi, Muammar, et al.
Publicado: (2016)

A Flattest Constrained Envelope Approach for Empirical Mode Decomposition
por: Zhu, Weifang, et al.
Publicado: (2013)

An Empirical Mode Decomposition Fuzzy Forecast Model for Air Quality
por: Jiang, Wenxin, et al.
Publicado: (2022)

Fluorescence Intrinsic Characterization of Excitation-Emission Matrix Using Multi-Dimensional Ensemble Empirical Mode Decomposition
por: Chang, Chi-Ying, et al.
Publicado: (2013)

Reducing calibration time in motor imagery-based BCIs by data alignment and empirical mode decomposition
por: Xiong, Wei, et al.
Publicado: (2022)

Simplified Decision-Tree Algorithm to Predict Falls for Community-Dwelling Older Adults
por: Makino, Keitaro, et al.
Publicado: (2021)

Integration of Human Walking Gyroscopic Data Using Empirical Mode Decomposition
por: Bonnet, Vincent, et al.
Publicado: (2013)

Noise-assisted multivariate empirical mode decomposition for multichannel EMG signals
por: Zhang, Yi, et al.
Publicado: (2017)

Epileptic seizure classifications using empirical mode decomposition and its derivative
por: Karabiber Cura, Ozlem, et al.
Publicado: (2020)

Empirical Mode Decomposition-Based Feature Extraction for Environmental Sound Classification
por: Ahmed, Ammar, et al.
Publicado: (2022)

Extraction of single-trial cortical beta oscillatory activities in EEG signals using empirical mode decomposition
por: Yeh, Chia-Lung, et al.
Publicado: (2010)

Reply To: Comments on identifying causal relationships in nonlinear dynamical systems via empirical mode decomposition
por: Yang, Albert C., et al.
Publicado: (2022)

A Human ECG Identification System Based on Ensemble Empirical Mode Decomposition
por: Zhao, Zhidong, et al.
Publicado: (2013)

Fault Diagnosis of Rotating Machinery Based on an Adaptive Ensemble Empirical Mode Decomposition
por: Lei, Yaguo, et al.
Publicado: (2013)

Empirical Mode Decomposition and Neural Networks on FPGA for Fault Diagnosis in Induction Motors
por: Camarena-Martinez, David, et al.
Publicado: (2014)

Data driven filtering of bowel sounds using multivariate empirical mode decomposition
por: Kölle, Konstanze, et al.
Publicado: (2019)

Refactoring and Optimization of Bridge Dynamic Displacement Based on Ensemble Empirical Mode Decomposition
por: Zou, Yingquan, et al.
Publicado: (2019)

Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition
por: Hansen, Sofie Therese, et al.
Publicado: (2019)

Identification of Visual Imagery by Electroencephalography Based on Empirical Mode Decomposition and an Autoregressive Model
por: Fu, Yunfa, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_p0qrqfon5kj2ae7cjrcv29pcdn