Innovative Biomedical Engineering Solutions for Diagnostic Devices in Resource-Limited Settings in Egypt,Context
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| Format: | Recurso digital |
| Langue: | anglais |
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Zenodo
2010
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| _version_ | 1866901361030856704 |
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| author | Mahmoud, Maha Moustafa Fahmy, Amira Ismail Abdelsalam, Hamed El Sayed |
| author_facet | Mahmoud, Maha Moustafa Fahmy, Amira Ismail Abdelsalam, Hamed El Sayed |
| contents | <p>This study addresses a current research gap in Engineering concerning Biomedical Engineering Innovations for Diagnostic Devices in Resource-Limited Settings in Egypt. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured analytical approach was used, integrating formal modelling with domain evidence. The results establish bounded error under perturbation, a convergent estimation process under stated assumptions, and a stable link between the proposed metric and observed outcomes. The findings provide a reproducible analytical basis for subsequent theoretical and applied extensions. Stakeholders should prioritise inclusive, locally grounded strategies and improve data transparency. Biomedical Engineering Innovations for Diagnostic Devices in Resource-Limited Settings, Egypt, Africa, Engineering, comparative study This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. The maintenance outcome was modelled as $Y_{it}=\beta_0+\beta_1X_{it}+u_i+\varepsilon_{it}$, with robustness checked using heteroskedasticity-consistent errors.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18905618 |
| institution | Zenodo |
| language | eng |
| publishDate | 2010 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Innovative Biomedical Engineering Solutions for Diagnostic Devices in Resource-Limited Settings in Egypt,Context Mahmoud, Maha Moustafa Fahmy, Amira Ismail Abdelsalam, Hamed El Sayed Geographic Sub-Saharan Innovation Methodology Theory Sustainability Contextualization <p>This study addresses a current research gap in Engineering concerning Biomedical Engineering Innovations for Diagnostic Devices in Resource-Limited Settings in Egypt. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured analytical approach was used, integrating formal modelling with domain evidence. The results establish bounded error under perturbation, a convergent estimation process under stated assumptions, and a stable link between the proposed metric and observed outcomes. The findings provide a reproducible analytical basis for subsequent theoretical and applied extensions. Stakeholders should prioritise inclusive, locally grounded strategies and improve data transparency. Biomedical Engineering Innovations for Diagnostic Devices in Resource-Limited Settings, Egypt, Africa, Engineering, comparative study This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. The maintenance outcome was modelled as $Y_{it}=\beta_0+\beta_1X_{it}+u_i+\varepsilon_{it}$, with robustness checked using heteroskedasticity-consistent errors.</p> |
| title | Innovative Biomedical Engineering Solutions for Diagnostic Devices in Resource-Limited Settings in Egypt,Context |
| topic | Geographic Sub-Saharan Innovation Methodology Theory Sustainability Contextualization |
| url | https://doi.org/10.5281/zenodo.18905618 |