Improved Classification Approach to Detect Diseases in Human Blood - Couverture souple

Harbi, Jamila; Ali, Rana

 
9786202004046: Improved Classification Approach to Detect Diseases in Human Blood
Couverture souple
ISBN 10 : 6202004045 ISBN 13 : 9786202004046
Editeur : LAP LAMBERT Academic Publishing, 2017

Synopsis

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).

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Présentation de l'éditeur

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).

Biographie de l'auteur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2017
Langue
anglais
ISBN 10 
6202004045
ISBN 13 
9786202004046
Reliure
Broché
Nombre de pages
100
Coordonnées du fabricant
non disponible
Personne responsable
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