Universiti Teknologi Malaysia Institutional Repository

Identification of thalassemia disorder using active contour

Marzuki, N. I. B. C. and Mahmood, N. H. B. and Razak, M. A. B. A. (2017) Identification of thalassemia disorder using active contour. Indonesian Journal of Electrical Engineering and Computer Science, 6 (1). pp. 160-165. ISSN 2502-4752


Official URL: https://www.scopus.com/inward/record.uri?eid=2-s2....


Thalassemia was known as the red blood cell (RBC) morphology disorder. This disease mostly affects the shape of the red blood cells. Thalassemia becomes the major public health problem when one of the people becomes the carrier of the disease. It can occur within a months after birth or even before birth and results in inappropriate growth and development of babies. Sometimes the affected babies will die shortly after birth. In order to screen thalassemia, there are a few tests need to be done. Firstly by performed Complete Blood Count (CBC) and secondly continued with hemoglobin electrophoresis test. This CBC test will identify the morphology of RBC. Hence, this paper will discuss the methods on identifying the morphology of thalassemia blood cells by using active contour technique. From the result of 16 normal and abnormal blood cell images, the active countour methods able to identifyThalassemia blood cells with accuracy of 90% from the abnormal cell images.

Item Type:Article
Uncontrolled Keywords:Active contour, Image processing, Red Blood Cell, Thalassemia
Subjects:Q Science > QH Natural history > QH301 Biology
Divisions:Biosciences and Medical Engineering
ID Code:74878
Deposited By: Fazli Masari
Deposited On:21 Mar 2018 00:28
Last Modified:21 Mar 2018 00:28

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