Can audio recordings be used to detect leaks and coughs during mechanical insufflation exsufflation (MI-E) treatment?
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arXiv
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| Main Authors: | , , , , , , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866910910369497088 |
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| author | Brady, Jonathan Chandiramani, Vijay Chatwin, Michelle Lwele, Emmanuel Saula, Aminat Yetunde Stewart, Peter Stokes, Toby |
| author_facet | Brady, Jonathan Chandiramani, Vijay Chatwin, Michelle Lwele, Emmanuel Saula, Aminat Yetunde Stewart, Peter Stokes, Toby |
| contents | This report relates to a study group hosted by the EPSRC funded network, Integrating data-driven BIOphysical models into REspiratory MEdicine (BIOREME), and supported by SofTMech and Innovate UK, Business Connect. The BIOREME network hosts events, including this study group, to bring together multi-disciplinary researchers, clinicians, companies and charities to catalyse research in the applications of mathematical modelling for respiratory medicine. The goal of this study group was to provide an interface between companies, clinicians, and mathematicians to develop mathematical tools to the problems presented. The study group was held at The University of Glasgow on the 17 - 21 June 2024 and was attended by 16 participants from 8 different institutions. Below details the technical report of one of the challenges and the methods developed by the team of researchers who worked on this challenge. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_05005 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Can audio recordings be used to detect leaks and coughs during mechanical insufflation exsufflation (MI-E) treatment? Brady, Jonathan Chandiramani, Vijay Chatwin, Michelle Lwele, Emmanuel Saula, Aminat Yetunde Stewart, Peter Stokes, Toby Medical Physics This report relates to a study group hosted by the EPSRC funded network, Integrating data-driven BIOphysical models into REspiratory MEdicine (BIOREME), and supported by SofTMech and Innovate UK, Business Connect. The BIOREME network hosts events, including this study group, to bring together multi-disciplinary researchers, clinicians, companies and charities to catalyse research in the applications of mathematical modelling for respiratory medicine. The goal of this study group was to provide an interface between companies, clinicians, and mathematicians to develop mathematical tools to the problems presented. The study group was held at The University of Glasgow on the 17 - 21 June 2024 and was attended by 16 participants from 8 different institutions. Below details the technical report of one of the challenges and the methods developed by the team of researchers who worked on this challenge. |
| title | Can audio recordings be used to detect leaks and coughs during mechanical insufflation exsufflation (MI-E) treatment? |
| topic | Medical Physics |
| url | https://arxiv.org/abs/2504.05005 |