TY - BOOK AU - Zhou,S.Kevin AU - Greenspan,Hayit AU - Shen,Dinggang TI - Deep learning for medical Image analysis T2 - Elsevier and MICCAI Society book series SN - 9780128104088 (pbk) U1 - 616.0754 23 PY - 2017/// CY - London PB - Academic Press KW - Diagnostic imaging KW - Data processing KW - Image analysis N1 - Includes bibliographical references and index; Part 1: Introduction -- Part 2: Medical image detection and recognition -- Part 3: Medical image segmentation -- Part 4: Medical image registration -- Part 5: Computer-aided diagnosis and disease quantification -- Part 6: Others N2 - "Deep learning is providing exciting solutions for medical image analysis problems and is seen as a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core component have been applied to medical image detection, segmentation and registration, and computer-aided analysis, using a wide variety of application areas. Deep Learning for Medical Image Analysis 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"-- ER -