Improved Classification Approach to Detect Diseases in Human Blood

Lieferzeit: Lieferbar innerhalb 14 Tagen

49,90 

ISBN: 6202004045
ISBN 13: 9786202004046
Autor: Harbi, Jamila/Ali, Rana
Verlag: LAP LAMBERT Academic Publishing
Umfang: 100 S.
Erscheinungsdatum: 11.08.2017
Auflage: 1/2017
Format: 0.7 x 22 x 15
Gewicht: 167 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 2745512 Kategorie:

Beschreibung

This book contains the improved system that assists the physician to evaluate Acute Lymphocytic Leukemia. We proposed Acute Lymphocytic Leukemia detection and classification (ALLDC) system for detecting and classifying ALL cells in ALL-IDB1 image datasets. To achieve this aim, our proposed ALLDC system classifies all cells as ALL and noncancerous cells using two classification techniques applied separately to classify the WBCs normal or blast cells: two classifiers are suggested in our work such as k-nearest neighbour (KNN) and Artificial Neural Networks (ANN).

Autorenporträt

Jamila Harbi Saud was born on 14th April 1966, in Irak. The general field is Physics. She is specialist in the field of Image Processing and Data compression. The author has interest for theoretical studies and its analysis, image processing, data compression, digital signal processing, Pattern Recognition and multimedia systems.

Herstellerkennzeichnung:


OmniScriptum SRL
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2012 Chisinau
MD

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