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A new perspective of refractive error calculation with mobile application

International Journal of Electrical and Computer Engineering (IJECE) · Vol. 10 No. 5 (2020)

DOI
10.11591/ijece.v10i5.pp4892-4899
ISSN
2722-2578, 2088-8708
Published
2020-10-01
Publisher
Institute of Advanced Engineering and Science
License
creativecommons.org/licenses/by-nc/4.0

Abstract

In many situations, not standardized and limited access to eye health care in several regions of Indonesia becomes the main challenge for myopia patients to measure and monitor their current refractive error condition. Many apps were proposed to provide low-cost alternative measurement tools rather than expensive tools such as Phoropter with Snellen chart and Retinoscopy, but still, those apps need an Internet connection and manually complex steps to operate. These conditions make myopia patients reluctant to use this kind of service. In this regard, we propose an intuitive diopter level measurement app based on mobile application setup, which implements the concept of measure the user face to smartphone screen distance for the rapid diopter calculation processes and at the same time provides a low-cost alternative refractive measurement tool. This paper highlights our experiences when developing a mobile application that can help patients with myopia measuring their blur line distances and evaluate their diopter levels independently. We conduct a number of human trials with the device on a controlled environment to demonstrate the ability of the proposed app to measure the diopter level. The experimental results show that the proposed app is quite successful in measuring the diopter level of myopia patients with a relatively small range of calculation errors compared to optometrist measurement results.

Collaboration network of the authors

25 authors · 48 co-authorship links · 5 across different organisations

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  • University of Brawijaya
  • National Central University
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Deron LiangNational Central University5
Ginanjar Wisnu Ifan A.University of Brawijaya2
Reinhard Jonathan SilalahiUniversity of Brawijaya2
Dava Mohammad HamkaUniversity of Brawijaya2
Muhamad Fauzan WahyudiAffiliation unknown2
Muhamad Fauzan WahyudiUniversity of Brawijaya2
Sholeh Hadi PramonoUniversity of Brawijaya2
Mohamad Handy NugrahaUniversity of Brawijaya2
Faizatul AmaliaUniversity of Brawijaya1
Rizki Tri SulistyoUniversity of Brawijaya1
Andre DiofanuUniversity of Brawijaya1
Noveria Anggraeni FiajiUniversity of Brawijaya1
Prima ZulvarinaUniversity of Brawijaya1
Ahmad Afif SupiantoUniversity of Brawijaya1
Santi Yunika SufianaUniversity of Brawijaya1
Thareq Abel RamadhanAffiliation unknown1
Thareq Abel RamadhanUniversity of Brawijaya1
Mahardeka Tri AnanataAffiliation unknown1
Muhammad Fajar AlfathUniversity of Brawijaya1
Agi Putra KharismaUniversity of Brawijaya1
Achmad BasukiUniversity of Brawijaya1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

This record comes from Crossref (what the publisher deposited), because the journal's own OAI-PMH endpoint could not be harvested.

Metadata source: Crossref API (cadangan, berdasarkan ISSN) https://api.crossref.org/journals/2088-8708/works, first harvested 27 Okt 2026, last seen 27 Okt 2026.
Metadata as oai_dc, converted from Crossref
<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/"><dc:title>A new perspective of refractive error calculation with mobile application</dc:title><dc:creator>Brata, Komang Candra</dc:creator><dc:creator>Hidayatulloh, Mukhammad Sharif</dc:creator><dc:creator>Fanani, Lutfi</dc:creator><dc:creator>Brata, Adam Hendra</dc:creator><dc:description>&lt;jats:p&gt;In many situations, not standardized and limited access to eye health care in several regions of Indonesia becomes the main challenge for myopia patients to measure and monitor their current refractive error condition.  Many apps were proposed to provide low-cost alternative measurement tools rather than expensive tools such as Phoropter with Snellen chart and Retinoscopy, but still, those apps need an Internet connection and manually complex steps to operate. These conditions make myopia patients reluctant to use this kind of service. In this regard, we propose an intuitive diopter level measurement app based on mobile application setup, which implements the concept of measure the user face to smartphone screen distance for the rapid diopter calculation processes and at the same time provides a low-cost alternative refractive measurement tool. This paper highlights our experiences when developing a mobile application that can help patients with myopia measuring their blur line distances and evaluate their diopter levels independently. We conduct a number of human trials with the device on a controlled environment to demonstrate the ability of the proposed app to measure the diopter level. The experimental results show that the proposed app is quite successful in measuring the diopter level of myopia patients with a relatively small range of calculation errors compared to optometrist measurement results.&lt;/jats:p&gt;</dc:description><dc:publisher>Institute of Advanced Engineering and Science</dc:publisher><dc:date>2020-10-01</dc:date><dc:type>info:eu-repo/semantics/article</dc:type><dc:format>application/pdf</dc:format><dc:identifier>https://doi.org/10.11591/ijece.v10i5.pp4892-4899</dc:identifier><dc:identifier>10.11591/ijece.v10i5.pp4892-4899</dc:identifier><dc:source>International Journal of Electrical and Computer Engineering (IJECE); Vol 10 No 5 (2020); 4892</dc:source><dc:source>2722-2578</dc:source><dc:source>2088-8708</dc:source><dc:relation>http://ijece.iaescore.com/index.php/IJECE/article/viewFile/21515/14202</dc:relation><dc:rights>http://creativecommons.org/licenses/by-nc/4.0</dc:rights></oai_dc:dc>