Assessment of crutch-assisted walking with sensorized crutches in a 6-Minute Walk Test DOI
Valerio Antonio Arcobelli,

M. Zauli,

Luca De Marchi

et al.

Published: Dec. 7, 2023

This paper presents a possible application of mCrutch, mobile health system consisting pair sensorized crutches and Android application, with the purpose recording applied force crutch orientation during 6-minute walking test single crutch. We developed MATLAB-based threshold algorithm for segmentation stance events in analogy gait analysis. A morphological analysis was performed to quantitatively visually depict various features. The achieved accuracy 94%. whole helps gaining comprehensive quantification stance-related features across phases test.Clinical Relevance: approach facilitates design development additional algorithms aimed at gathering clinically relevant parameters pertaining movement within context human-crutch system.

Language: Английский

End-to-End Dataset Collection System for Sport Activities DOI Open Access
Matteo Fresta, Francesco Bellotti, Alessio Capello

et al.

Electronics, Journal Year: 2024, Volume and Issue: 13(7), P. 1286 - 1286

Published: March 29, 2024

Datasets are key to developing new machine learning-based applications but very costly prepare, which hinders research and development in the field. We propose an edge-to-cloud end-to-end system architecture optimized for sport activity recognition dataset collection application deployment. Tests authentic contexts of use four different sports have revealed system’s ability effectively collect learning-usable data, with energy consumption compatible timeframe most types. The proposed relies on a feature Measurify internet things framework management measurement data (i.e., .csv management) supports workflow designed efficient labeling signal timeseries. is independent any specific sport, generation can be set up few days, even by novice developers. With view concretely supporting R&D community, our work released open-source.

Language: Английский

Citations

7
Improving Auscultation in Wearable Health Devices Integrating MEMS Microphones and Accelerometers DOI

Roberto Celli,

Matteo Zauli, Federica Zonzini

et al.

Lecture notes in electrical engineering, Journal Year: 2025, Volume and Issue: unknown, P. 90 - 97

Published: Jan. 1, 2025

Language: Английский

Citations

0
Assessment of crutch-assisted walking with sensorized crutches in a 6-Minute Walk Test DOI
Valerio Antonio Arcobelli,

M. Zauli,

Luca De Marchi

et al.

Published: Dec. 7, 2023

This paper presents a possible application of mCrutch, mobile health system consisting pair sensorized crutches and Android application, with the purpose recording applied force crutch orientation during 6-minute walking test single crutch. We developed MATLAB-based threshold algorithm for segmentation stance events in analogy gait analysis. A morphological analysis was performed to quantitatively visually depict various features. The achieved accuracy 94%. whole helps gaining comprehensive quantification stance-related features across phases test.Clinical Relevance: approach facilitates design development additional algorithms aimed at gathering clinically relevant parameters pertaining movement within context human-crutch system.

Language: Английский

Citations

1