Automated Malaria Diagnostic Technique

Name: Automated Malaria Diagnostic Technique
Brand: LAP Lambert Academic Publishing
SKU: 9783659588082
Price: 203.61 PLN
Availability: InStock

classification of Plasmodium parasites into species, stages and parasitemia using thin blood smear RGB images and ANN

Autor: Daniel Maitethia Memeu

Język:

Oprawa: Miękka

Wydawca: LAP Lambert Academic Publishing

Dostępność: Dostępna u dostawcy

Wysyłamy za 8-11 dni

203.61 zł

Malaria is the leading cause of morbidity and mortality in tropical and subtropical countries. Conve...

Informacje o książce

Autor

Daniel Maitethia Memeu

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2014

strony

112

EAN

9783659588082

Enbook ID

07176293

Wydawca

LAP Lambert Academic Publishing

Waga

183

Wymiary

150 x 220 x 7

Pełny opis

Malaria is the leading cause of morbidity and mortality in tropical and subtropical countries. Conventional microscopy used in diagnosis of the disease has occasionally proved inefficient since it is time consuming and results are difficult to reproduce. Alternative diagnosis techniques which yield superior results are quite expensive and hence inaccessible to developing countries where the disease is endemic. In this work, Algorithms for automating diagnosis of malaria using thin blood smear RGB microscopy images are have been developed and implemented using Matlab software. Morphological, colour and texture features of Plasmodium parasites and erythrocytes are used to train Artificial Neural Network classifiers to identify sample images as infected or non-infected. Infected sample images are also classified into their respective life stages and species of Plasmodia and finally parasitemia is determined. This book is ideal for students and researchers pursuing research in image processing and computer vision.

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Automated Malaria Diagnostic Technique

classification of Plasmodium parasites into species, stages and parasitemia using thin blood smear RGB images and ANN

Informacje o książce

Pełny opis

Możesz być zainteresowany

Klienci, którzy kupili tę książkę, kupili również