Best Features Selection for the Implementation of a Postural Sway Classification Methodology on a Wearable Node-Reference-Cited by-同舟云学术

Best Features Selection for the Implementation of a Postural Sway Classification Methodology on a Wearable Node

Published:2022 Issue: Volume:1 Page:1-12
ISSN:2768-7236
Container-title:IEEE Open Journal of Instrumentation and Measurement
language:
Short-container-title:IEEE Open J. Instrum. Meas.

Author:

Ando Bruno¹^ORCID,Baglio Salvatore¹^ORCID,Marletta Vincenzo¹^ORCID,Finocchiaro Valeria¹^ORCID,Dibilio Valeria²^ORCID,Mostile Giovanni²^ORCID,Zappia Mario²^ORCID,Branciforte Marco³^ORCID,Curti Salvatore³^ORCID

Affiliation:

1. Department of Electric Electronic and Information Engineering, DIEEI, University of Catania, Catania, Italy

2. Department of Medical, Surgical Sciences and Advanced Technologies “GF Ingrassia,”, University of Catania, Catania, Italy

3. STMicroelectronics S.r.l., Catania, Italy

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/9552935/9687502/09969130.pdf?arnumber=9969130

Reference28 articles.

1. A new process to measure postural sway using a Kinect depth camera during a Sensory Organisation Test

2. Analyzing the Use of Accelerometers as a Method of Early Diagnosis of Alterations in Balance in Elderly People: A Systematic Review

3. Monitoring of Posture Allocations and Activities by a Shoe-Based Wearable Sensor

4. Measuring postural stability with an inertial sensor: validity and sensitivity

5. Balance Testing With Inertial Sensors in Patients With Parkinson's Disease: Assessment of Motor Subtypes

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1. Postural Sway Classification using Modified Vision Transformer;2023 IEEE Biomedical Circuits and Systems Conference (BioCAS);2023-10-19

2. A Neuro-Fuzzy-Based Sensing Approach for the Classification of Emulated Postural Instability;IEEE Sensors Journal;2023-10-01

3. Machine Learning Approach to Classify Postural Sway Instabilities;2023 IEEE International Instrumentation and Measurement Technology Conference (I2MTC);2023-05-22