Computerized Analysis of Mammographic Images for Detection and Characterization of Breast Cancer (Synthesis Lectures on Biomedical Engineering)

Idioma: inglés

Editorial: Morgan & Claypool Publishers, 2017

1681731568 / 9781681731568

Serie: Libro 56 de 63 - Synthesis Lectures on Biomedical Engineering

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Librería: Leopolis, Kraków, PoloniaLeopolis

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Vendedor de IberLibro desde 6 de enero de 2016

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Descripción del artículo del vendedor

8vo (23.5 cm), XX, 166 pp. Laminated wrappers. Synopsis: The identification and interpretation of the signs of breast cancer in mammographic images from screening programs can be very difficult due to the subtle and diversified appearance of breast disease. This book presents new image processing and pattern recognition techniques for computer-aided detection and diagnosis of breast cancer in its various forms. The main goals are: (1) the identification of bilateral asymmetry as an early sign of breast disease which is not detectable by other existing approaches; and (2) the detection and classification of masses and regions of architectural distortion, as benign lesions or malignant tumors, in a unified framework that does not require accurate extraction of the contours of the lesions. The innovative aspects of the work include the design and validation of landmarking algorithms, automatic Tabár masking procedures, and various feature descriptors for quantification of similarity and for contour independent classification of mammographic lesions. Characterization of breast tissue patterns is achieved by means of multidirectional Gabor filters. For the classification tasks, pattern recognition strategies, including Fisher linear discriminant analysis, Bayesian classifiers, support vector machines, and neural networks are applied using automatic selection of features and cross-validation techniques. Computer-aided detection of bilateral asymmetry resulted in accuracy up to 0.94, with sensitivity and specificity of 1 and 0.88, respectively. Computer-aided diagnosis of automatically detected lesions provided sensitivity of detection of malignant tumors in the range of [0.70, 0.81] at a range of falsely detected tumors of [0.82, 3.47] per image. The techniques presented in this work are effective in detecting and characterizing various mammographic signs of breast disease.…

N° de ref. del artículo 008479

Título
Computerized Analysis of Mammographic Images for Detection and Characterization of Breast Cancer (Synthesis Lectures on Biomedical Engineering)
Autor
Casti, Paola; Mencattini, Arianna; Salmeri, Marcello
Editorial
Morgan & Claypool Publishers
Año de publicación
2017
Estado
New
Encuadernación
Soft cover
Idioma
inglés
ISBN 10
1681731568
ISBN 13
9781681731568
Serie
Libro 56 de 63: Synthesis Lectures on Biomedical Engineering
Catálogos de vendedores
Technology

Leopolis

Kraków, Polonia

Vendedor de 5 estrellas

Vendedor de IberLibro desde 6 de enero de 2016

Tarifas de envío de Polonia a Estados Unidos de America

ArtículoDe 5 a 10 días hábilesDe 5 a 10 días hábiles
Primer artículoEUR 65,00EUR 65,00
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Descripción de la tienda

Specializing in mathematical sciences, Church Slavonic and Slavic books, Eastern European history, travels and topography, bibliography, history and art of the book, history of libraries and collections

Información empresarial del vendedor

Leopolis Volodymyr Dmyterko

Krowoderska 33 / 7A
Kraków, Polonia 31141