Benign/Malignant Tissues Classification: Methods,Concepts and System for Tissue Recognition - Softcover

Zeki Mohammed, Esraa; Edwar George, Loay

 
9783659328152: Benign/Malignant Tissues Classification: Methods,Concepts and System for Tissue Recognition
Softcover
ISBN 10: 3659328154 ISBN 13: 9783659328152
Verlag: LAP LAMBERT Academic Publishing, 2013

Inhaltsangabe

Breast cancer has become a major health problem over the last 50 years; it is a leading cause of cancer-related death in women population today. However, if breast abnormalities are detected and diagnoses are made at early stages, studies show that the chances of survival can be greatly improved. In this work, multi-scale fractal dimension is used to derive a set of textural features in order to perform texture analysis on breast tissues samples. The box counting method was used to estimate the multi fractal dimensions. The feed forward neural network is used to classify different types of breast tissues according to the extracted fractal dimension vectors.

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Über die Autorin bzw. den Autor

B.Sc. in Computer Science, University of Mosul, Iraq, M.Sc. and Ph.D. in Computer Science, University of Sulaimani, Iraq. Research interests:Artificial Neural networks, CBIR, Database, Fractals, FPGA, Image Processing, Wireless Communication.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
3659328154
ISBN 13 
9783659328152
Einband
Taschenbuch
Anzahl der Seiten
112
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Edicoes Nosso Conhecimento
customerservice@vdm-vsg.de

SIA
Riga
1039
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