Malaria Parasite Detection from Microscopic Blood Smear Image: A Literature Survey
نویسندگان
چکیده
منابع مشابه
Erythrocyte Features for Malaria Parasite Detection in Microscopic Images of Thin Blood Smear: A Review
Microscopic image analysis of blood smear plays a very important role in characterization of erythrocytes in screening of malaria parasites. The characteristics feature of erythrocyte changes due to malaria parasite infection. The microscopic features of the erythrocyte include morphology, intensity and texture. In this paper, the different features used to differentiate the noninfected and mal...
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Quantitation of malaria burden provides prognostic and disease monitoring information, vital for proper clinical management of patients. It may also be required to assess response to malaria vaccines or drugs in clinical trials. Accurate microscopic malaria diagnosis requires training and experience, and is therefore an obvious target for automation using digital image processing and analysis s...
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This paper investigates the possibility of computerised diagnosis of malaria and describes a method to detect malaria parasites (Plasmodium spp) in images acquired from Giemsa-stained peripheral blood samples under conventional light microscopes. Prior to processing, the images are transformed to match a reference image colour characteristics. The parasite detector utilises a Bayesian pixel cla...
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Total count and differential count of leukocytes or white blood cells (WBC) in blood samples are very important pathological factors for diagnosing a disease. There are not enough pathological infrastructures in the remote places of India and other developing countries. The objective of this work is to design a system, compatible with telemedicine, for automatic calculation of the total count a...
متن کاملMalaria Parasite Detection: Automated Method Using Microscope Color Image
Healthcare Delivery Systems are becoming overloaded in developing countries like India and China. It is imperative that more efficient and cost effective processes are employed. One such requirement is the automatic detection of malaria parasites in stained blood smears. Malaria is a mosquito-borne infectious disease. Each year Malaria kills between one and three million people. The most conven...
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ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2019
ISSN: 0975-8887
DOI: 10.5120/ijca2019918741