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Improved Classification Approach to Detect Diseases in Human Blood

Improved Classification Approach to Detect Diseases in Human Blood

von Jamila Harbi und Rana Ali
Softcover - 9786202004046
49,90 €
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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).

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 17. Juli 2017
Maße 22 cm x 15 cm x 0.7 cm
Gewicht 167 Gramm
Format Softcover
ISBN-13 9786202004046
Seiten 100