Deep Learning and Convolutional Neural Networks for Medical Image Computing PDF
By:Le Lu,Yefeng Zheng,Gustavo Carneiro,Lin Yang
Published on 2017-07-12 by Springer
This book presents a detailed review of the state of the art in deep learning approaches for semantic object detection and segmentation in medical image computing, and large-scale radiology database mining. A particular focus is placed on the application of convolutional neural networks, with the theory supported by practical examples. Features: highlights how the use of deep neural networks can address new questions and protocols, as well as improve upon existing challenges in medical image computing; discusses the insightful research experience of Dr. Ronald M. Summers; presents a comprehensive review of the latest research and literature; describes a range of different methods that make use of deep learning for object or landmark detection tasks in 2D and 3D medical imaging; examines a varied selection of techniques for semantic segmentation using deep learning principles in medical imaging; introduces a novel approach to interleaved text and image deep mining on a large-scale radiology image database.
This Book was ranked at 35 by Google Books for keyword medical imaging computer science.
Book ID of Deep Learning and Convolutional Neural Networks for Medical Image Computing's Books is M64sDwAAQBAJ, Book which was written byLe Lu,Yefeng Zheng,Gustavo Carneiro,Lin Yanghave ETAG "PUiomuYes6c"
Book which was published by Springer since 2017-07-12 have ISBNs, ISBN 13 Code is 9783319429991 and ISBN 10 Code is 331942999X
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Book which have "326 Pages" is Printed at BOOK under CategoryComputers
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