Inter-grader reliability of a supervised pterygium redness grading system

This research work outlines the methodology of a medical image grading system based on supervised learning algorithm. A total of 210 features were extracted in various color spaces and most relevant features were identified and fed into a regularized feedforward neural network. The inter-grader reli...

Full description

Bibliographic Details
Main Authors:	Che Azemin, Mohd Zulfaezal, Mohd Tamrin, Mohd Izzuddin, Hilmi, Mohd Radzi, Mohd. Kamal, Khairidzan
Format:	Article
Language:	English English
Published:	American Scientific Publishers 2016
Subjects:	RE Ophthalmology TA164 Bioengineering
Online Access:	http://irep.iium.edu.my/54455/ http://irep.iium.edu.my/54455/ http://irep.iium.edu.my/54455/ http://irep.iium.edu.my/54455/1/1570242081-formatted.pdf http://irep.iium.edu.my/54455/7/54455-Inter-grader%20reliability%20of%20a%20supervised%20pterygium%20redness%20grading%20system_SCOPUS.pdf

id	iium-54455
recordtype	eprints
spelling	iium-544552017-07-04T01:28:58Z http://irep.iium.edu.my/54455/ Inter-grader reliability of a supervised pterygium redness grading system Che Azemin, Mohd Zulfaezal Mohd Tamrin, Mohd Izzuddin Hilmi, Mohd Radzi Mohd. Kamal, Khairidzan RE Ophthalmology TA164 Bioengineering This research work outlines the methodology of a medical image grading system based on supervised learning algorithm. A total of 210 features were extracted in various color spaces and most relevant features were identified and fed into a regularized feedforward neural network. The inter-grader reliability of the supervised system was then assessed based on the manual delineation of region of interest by 2 human graders. Intra-class correlation analysis of the experiments shows excellent agreement of 0.869 to 0.954. American Scientific Publishers 2016-10 Article PeerReviewed application/pdf en http://irep.iium.edu.my/54455/1/1570242081-formatted.pdf application/pdf en http://irep.iium.edu.my/54455/7/54455-Inter-grader%20reliability%20of%20a%20supervised%20pterygium%20redness%20grading%20system_SCOPUS.pdf Che Azemin, Mohd Zulfaezal and Mohd Tamrin, Mohd Izzuddin and Hilmi, Mohd Radzi and Mohd. Kamal, Khairidzan (2016) Inter-grader reliability of a supervised pterygium redness grading system. Advanced Science Letters, 22 (10). pp. 2885-2888. ISSN 1936-6612 E-ISSN 1936-7317 http://www.ingentaconnect.com/contentone/asp/asl/2016/00000022/00000010/art00060 10.1166/asl.2016.7125
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 TA164 Bioengineering
spellingShingle	RE Ophthalmology TA164 Bioengineering Che Azemin, Mohd Zulfaezal Mohd Tamrin, Mohd Izzuddin Hilmi, Mohd Radzi Mohd. Kamal, Khairidzan Inter-grader reliability of a supervised pterygium redness grading system
description	This research work outlines the methodology of a medical image grading system based on supervised learning algorithm. A total of 210 features were extracted in various color spaces and most relevant features were identified and fed into a regularized feedforward neural network. The inter-grader reliability of the supervised system was then assessed based on the manual delineation of region of interest by 2 human graders. Intra-class correlation analysis of the experiments shows excellent agreement of 0.869 to 0.954.
format	Article
author	Che Azemin, Mohd Zulfaezal Mohd Tamrin, Mohd Izzuddin Hilmi, Mohd Radzi Mohd. Kamal, Khairidzan
author_facet	Che Azemin, Mohd Zulfaezal Mohd Tamrin, Mohd Izzuddin Hilmi, Mohd Radzi Mohd. Kamal, Khairidzan
author_sort	Che Azemin, Mohd Zulfaezal
title	Inter-grader reliability of a supervised pterygium redness grading system
title_short	Inter-grader reliability of a supervised pterygium redness grading system
title_full	Inter-grader reliability of a supervised pterygium redness grading system
title_fullStr	Inter-grader reliability of a supervised pterygium redness grading system
title_full_unstemmed	Inter-grader reliability of a supervised pterygium redness grading system
title_sort	inter-grader reliability of a supervised pterygium redness grading system
publisher	American Scientific Publishers
publishDate	2016
url	http://irep.iium.edu.my/54455/ http://irep.iium.edu.my/54455/ http://irep.iium.edu.my/54455/ http://irep.iium.edu.my/54455/1/1570242081-formatted.pdf http://irep.iium.edu.my/54455/7/54455-Inter-grader%20reliability%20of%20a%20supervised%20pterygium%20redness%20grading%20system_SCOPUS.pdf
first_indexed	2023-09-18T21:17:04Z
last_indexed	2023-09-18T21:17:04Z
_version_	1777411633601052672

Inter-grader reliability of a supervised pterygium redness grading system

Similar Items