Mobile Health Diagnostics for Accommodative Dysfunction: Leveraging Handheld Device Technology for Near Point of Convergence Testing

Accommodative dysfunction is a common visual disorder affecting the eye's ability to focus on near objects, leading to challenges in daily activities. Traditional diagnostic methods require specialized equipment and professional intervention, often inaccessible in remote or underserved areas, leading to delays in diagnosis and management. This study aims to develop a portable diagnostic tool using advanced embedded systems for Near Point of Convergence (NPC) testing, providing accessible solutions for accommodative dysfunction. The project employed the Agile methodology, which emphasizes flexibility, iterative development, and continuous improvement based on user feedback. A Quantitative research design was used, from 150 participants to assess the application's effectiveness. The application demonstrated a diagnostic accuracy of 92 %, with a sensitivity of 90% and specificity of 94<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">%</sup>, showing a strong correlation with conventional clinical methods <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$(\mathrm{r}=0.87,\ \mathrm{p} &lt; 0.01)$</tex>. The findings highlight the potential of this portable diagnostic tool in improving access to eye care, particularly in underserved regions. By enabling early detection and management, this technology has the potential to significantly enhance global eye health outcomes. The integration of such advanced diagnostic tools into routine practice can democratize access to vision care, alleviate the burden on healthcare systems, and improve the quality of life for those affected by accommodative dysfunction.

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Publication Details

Published
2025-02-07
DOI
https://doi.org/10.1109/cspa64953.2025.10933002
Citations
1
Primary Topic
Context-Aware Activity Recognition Systems
Type
article
Field-Weighted Citation Impact
1.28
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article

Mobile Health Diagnostics for Accommodative Dysfunction: Leveraging Handheld Device Technology for Near Point of Convergence Testing

Kevin Loo Teow Aik, Ahgalya Subbiah, Bernadette Kumar
1 citations
Context-Aware Activity Recognition Systems
1.28
article

Mobile Health Diagnostics for Accommodative Dysfunction: Leveraging Handheld Device Technology for Near Point of Convergence Testing

Kevin Loo Teow Aik, Ahgalya Subbiah, Bernadette Kumar
article en
1 citations

Abstract

Accommodative dysfunction is a common visual disorder affecting the eye's ability to focus on near objects, leading to challenges in daily activities. Traditional diagnostic methods require specialized equipment and professional intervention, often inaccessible in remote or underserved areas, leading to delays in diagnosis and management. This study aims to develop a portable diagnostic tool using advanced embedded systems for Near Point of Convergence (NPC) testing, providing accessible solutions for accommodative dysfunction. The project employed the Agile methodology, which emphasizes flexibility, iterative development, and continuous improvement based on user feedback. A Quantitative research design was used, from 150 participants to assess the application's effectiveness. The application demonstrated a diagnostic accuracy of 92 %, with a sensitivity of 90% and specificity of 94<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">%</sup>, showing a strong correlation with conventional clinical methods <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$(\mathrm{r}=0.87,\ \mathrm{p} &lt; 0.01)$</tex>. The findings highlight the potential of this portable diagnostic tool in improving access to eye care, particularly in underserved regions. By enabling early detection and management, this technology has the potential to significantly enhance global eye health outcomes. The integration of such advanced diagnostic tools into routine practice can democratize access to vision care, alleviate the burden on healthcare systems, and improve the quality of life for those affected by accommodative dysfunction.

Management and Science University (MY)
Openalex Percentile: Top 22%
Context-Aware Activity Recognition Systems
1.28
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Mobile Health Diagnostics for Accommodative Dysfunction: Leveraging Handheld Device Technology for Near Point of Convergence Testing — Kevin Loo Teow Aik, Ahgalya Subbiah, et al. · (2025) | TGRS Research Map | TGRS