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Inter-grader reliability of a supervised pterygium redness grading system

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

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Abstract

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.

Item Type: Article (Journal)
Additional Information: 6768/54455
Uncontrolled Keywords: Inter-grader Reliability, Image Processing, Supervised Learning.
Subjects: R Medicine > RE Ophthalmology
T Technology > TA Engineering (General). Civil engineering (General) > TA164 Bioengineering
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Allied Health Sciences > Department of Optometry and Visual Science
Kulliyyah of Information and Communication Technology > Department of Information System
Kulliyyah of Information and Communication Technology > Department of Information System

Kulliyyah of Medicine > Department of Ophthalmology
Depositing User: Mohd Izzuddin Mohd Tamrin
Date Deposited: 23 Jan 2017 12:24
Last Modified: 04 Jul 2017 09:28
URI: http://irep.iium.edu.my/id/eprint/54455

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