WheelSimAnalyser: A MATLAB tool for multimodal data analysis of WheelSimPhysio-2023 dataset

WheelSimAnalyser is a MATLAB-based tool designed to process and analyze the WheelSimPhysio-2023 dataset, which includes physiological, questionnaire, and system data from wheelchair simulator studies. The tool streamlines data preprocessing, feature extraction, and visualization, providing researchers with detailed descriptive metrics. By automating key steps, WheelSimAnalyser enables efficient and effective analysis, allowing researchers to derive meaningful insights from complex datasets. The tool supports research on power wheelchair mobility and user experience, enhancing the ability to interpret multimodal data. • Analyzes multimodal data from WheelSimPhysio-2023 for comprehensive assessments. • Provides comprehensive metrics for wheelchair simulator evaluations. • Facilitates in-depth user’s feedback analysis. • Customizable workflows for visualizing multimodal data outputs.

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Publication Details

Journal
Software Impacts
Published
2024-12-13
DOI
https://doi.org/10.1016/j.simpa.2024.100731
Citations
1
Primary Topic
Advanced Text Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.35
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article

WheelSimAnalyser: A MATLAB tool for multimodal data analysis of WheelSimPhysio-2023 dataset

Débora Pereira Salgado, Sheila Fallon, Ronan Flynn, Eduardo Lázaro Martins Naves et al.
1 citations
Software Impacts
Advanced Text Analysis Techniques
0.35
article

WheelSimAnalyser: A MATLAB tool for multimodal data analysis of WheelSimPhysio-2023 dataset

Débora Pereira Salgado, Sheila Fallon, Ronan Flynn, Eduardo Lázaro Martins Naves, Niall Murray, Yuansong Qiao
article en
1 citations

Abstract

WheelSimAnalyser is a MATLAB-based tool designed to process and analyze the WheelSimPhysio-2023 dataset, which includes physiological, questionnaire, and system data from wheelchair simulator studies. The tool streamlines data preprocessing, feature extraction, and visualization, providing researchers with detailed descriptive metrics. By automating key steps, WheelSimAnalyser enables efficient and effective analysis, allowing researchers to derive meaningful insights from complex datasets. The tool supports research on power wheelchair mobility and user experience, enhancing the ability to interpret multimodal data. • Analyzes multimodal data from WheelSimPhysio-2023 for comprehensive assessments. • Provides comprehensive metrics for wheelchair simulator evaluations. • Facilitates in-depth user’s feedback analysis. • Customizable workflows for visualizing multimodal data outputs.

Software ImpactsVol. 23
Technological University of the Shannon: Midlands Midwest, Universidade Federal de Uberlândia (BR)
Openalex Percentile: Top 31%
Advanced Text Analysis Techniques
0.35
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