Deep Learning for Medical Image Analysis

Autor: S Kevin Zhou

Limbă:

Legare: Carte broșată

Editura: Elsevier Science Publishing Co Inc

Disponibilitate: În depozitul extern

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755.28 lei

Deep Learning for Medical Image Analysis provides a clear understanding of the principles and method...

Informații despre carte

Autor

S Kevin Zhou

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2017

Pagini

458

EAN

9780128104088

ISBN

0128104082

Enbook ID

13920388

Editura

Elsevier Science Publishing Co Inc

Greutate

896

Dimensiuni

184 x 231 x 23

Descriere completă

Deep Learning for Medical Image Analysis provides a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms have been applied to medical image detection, segmentation and registration, and computer-aided analysis using a wide variety of application areas. The book is a great learning resource for academic and industry researchers in medical imaging analysis, and for graduate students taking courses on machine learning and deep learning for computer vision and medical image computing and analysis. Covers common research problems in medical image analysis and their challengesDescribes deep learning methods and the theories behind approaches for medical image analysisTeaches how algorithms are applied to a broad range of application areas, including chest X-ray, breast CAD, lung and chest, and small intestine

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