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Automated platelet counter based on the modified hough transform

Mahmood, Nasrul Humaimi and Che Harun, Fauzan Khairi (2013) Automated platelet counter based on the modified hough transform. Journal of Medical Imaging and Health Informatics, 3 (4). pp. 543-546. ISSN 2156-7018

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Official URL: http://dx.doi.org/10.1166/jmihi.2013.1202

Abstract

The function of platelet is to control blood from excessive bleeding and has been used as an indicator of abnormal blood function or health disorders, such as in cases of the dengue fever. The platelet has an irregular shape and is relatively small compared to the red blood cells and the white blood cells. Problems have been reported regarding incorrect identification of platelet due to its minute size. In this study, an algorithm was developed utilizing the Hough transform to automatically detect and count the number of platelets. Five offline images of blood cell were tested where 94.3% average accuracy has been achieved with this technique.

Item Type:Article
Uncontrolled Keywords:automated counter, blood cell, hough transform
Subjects:Q Science
Divisions:Biosciences and Medical Engineering
ID Code:40266
Deposited By: Narimah Nawil
Deposited On:19 Aug 2014 11:38
Last Modified:28 Jan 2019 11:54

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