Benchmarked pterygium images for human and machine graders

In the absence of ground truth, scores from many graders are required to obtain good representation of a clinical grading. The internet enables quick feedback from the experts at the comfort of their home of office. In this study, we demonstrated the use of online form as a tool to get quick feedbac...

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Main Authors:	Che Azemin, Mohd Zulfaezal, Abdul Gaffur, Norfazrina, Hilmi, Mohd Radzi, Mohd Tamrin, Mohd Izzudin, Mohd. Kamal, Khairidzan
Format:	Article
Language:	English English
Published:	Medwell Journals, 2016 2016
Subjects:	RE Ophthalmology TA329 Engineering mathematics. Engineering analysis
Online Access:	http://irep.iium.edu.my/54743/ http://irep.iium.edu.my/54743/ http://irep.iium.edu.my/54743/1/2016%20Journal%20of%20Engineering%20and%20Applied%20Sciences.pdf http://irep.iium.edu.my/54743/6/54743_Benchmarked%20pterygium_Scopus.pdf

id	iium-54743
recordtype	eprints
spelling	iium-547432017-04-04T03:01:10Z http://irep.iium.edu.my/54743/ Benchmarked pterygium images for human and machine graders Che Azemin, Mohd Zulfaezal Abdul Gaffur, Norfazrina Hilmi, Mohd Radzi Mohd Tamrin, Mohd Izzudin Mohd. Kamal, Khairidzan RE Ophthalmology TA329 Engineering mathematics. Engineering analysis In the absence of ground truth, scores from many graders are required to obtain good representation of a clinical grading. The internet enables quick feedback from the experts at the comfort of their home of office. In this study, we demonstrated the use of online form as a tool to get quick feedback from clinicians on clinical grading of pterygium images with various severities. The scores were analyzed using quartile analysis and the median was used to construct the benchmark scores for the images. This dataset was tested on assessing human grader and was later fitted with neural network to measure the performance of the machine learning algorithm. Medwell Journals, 2016 2016 Article PeerReviewed application/pdf en http://irep.iium.edu.my/54743/1/2016%20Journal%20of%20Engineering%20and%20Applied%20Sciences.pdf application/pdf en http://irep.iium.edu.my/54743/6/54743_Benchmarked%20pterygium_Scopus.pdf Che Azemin, Mohd Zulfaezal and Abdul Gaffur, Norfazrina and Hilmi, Mohd Radzi and Mohd Tamrin, Mohd Izzudin and Mohd. Kamal, Khairidzan (2016) Benchmarked pterygium images for human and machine graders. Journal of Engineering and Applied Sciences, 11 (11). pp. 2378-2382. ISSN 1816-949X http://docsdrive.com/pdfs/medwelljournals/jeasci/2016/2378-2382.pdf
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	RE Ophthalmology TA329 Engineering mathematics. Engineering analysis
spellingShingle	RE Ophthalmology TA329 Engineering mathematics. Engineering analysis Che Azemin, Mohd Zulfaezal Abdul Gaffur, Norfazrina Hilmi, Mohd Radzi Mohd Tamrin, Mohd Izzudin Mohd. Kamal, Khairidzan Benchmarked pterygium images for human and machine graders
description	In the absence of ground truth, scores from many graders are required to obtain good representation of a clinical grading. The internet enables quick feedback from the experts at the comfort of their home of office. In this study, we demonstrated the use of online form as a tool to get quick feedback from clinicians on clinical grading of pterygium images with various severities. The scores were analyzed using quartile analysis and the median was used to construct the benchmark scores for the images. This dataset was tested on assessing human grader and was later fitted with neural network to measure the performance of the machine learning algorithm.
format	Article
author	Che Azemin, Mohd Zulfaezal Abdul Gaffur, Norfazrina Hilmi, Mohd Radzi Mohd Tamrin, Mohd Izzudin Mohd. Kamal, Khairidzan
author_facet	Che Azemin, Mohd Zulfaezal Abdul Gaffur, Norfazrina Hilmi, Mohd Radzi Mohd Tamrin, Mohd Izzudin Mohd. Kamal, Khairidzan
author_sort	Che Azemin, Mohd Zulfaezal
title	Benchmarked pterygium images for human and machine graders
title_short	Benchmarked pterygium images for human and machine graders
title_full	Benchmarked pterygium images for human and machine graders
title_fullStr	Benchmarked pterygium images for human and machine graders
title_full_unstemmed	Benchmarked pterygium images for human and machine graders
title_sort	benchmarked pterygium images for human and machine graders
publisher	Medwell Journals, 2016
publishDate	2016
url	http://irep.iium.edu.my/54743/ http://irep.iium.edu.my/54743/ http://irep.iium.edu.my/54743/1/2016%20Journal%20of%20Engineering%20and%20Applied%20Sciences.pdf http://irep.iium.edu.my/54743/6/54743_Benchmarked%20pterygium_Scopus.pdf
first_indexed	2023-09-18T21:17:25Z
last_indexed	2023-09-18T21:17:25Z
_version_	1777411655518388224

Benchmarked pterygium images for human and machine graders

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