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

Lingua: inglese

Editore: Morgan & Claypool Publishers, 2017

1681731568 / 9781681731568

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

Da: Leopolis, Kraków, PoloniaLeopolis

Venditore con 5 stelle

Venditore AbeBooks dal 6 gennaio 2016

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EUR 35,41

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Descrizione dell’articolo da parte del venditore

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.…

Codice articolo 008479

Titolo
Computerized Analysis of Mammographic Images for Detection and Characterization of Breast Cancer (Synthesis Lectures on Biomedical Engineering)
Autore
Casti, Paola; Mencattini, Arianna; Salmeri, Marcello
Editore
Morgan & Claypool Publishers
Anno di pubblicazione
2017
Condizione
New
Rilegatura
Soft cover
Lingua
inglese
ISBN 10
1681731568
ISBN 13
9781681731568
Serie
Libro 56 di 63: Synthesis Lectures on Biomedical Engineering
Cataloghi dei venditori
Technology

Leopolis

Kraków, Polonia

Venditore con 5 stelle

Venditore AbeBooks dal 6 gennaio 2016

Tariffe di spedizione da Polonia a U.S.A.

ArticoloDa 5 a 10 giorni lavorativiDa 5 a 10 giorni lavorativi
Primo articoloEUR 65,00EUR 65,00
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Descrizione dello Store

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

Informazioni sull’azienda del venditore

Leopolis Volodymyr Dmyterko

Krowoderska 33 / 7A
Kraków, Polonia 31141