Deep Learning And Convolutional Neural Networks For Medical Image Computing
Download Deep Learning And Convolutional Neural Networks For Medical Image Computing full books in PDF, epub, and Kindle. Read online free Deep Learning And Convolutional Neural Networks For Medical Image Computing ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Deep Learning and Convolutional Neural Networks for Medical Image Computing
Author | : Le Lu |
Publisher | : Springer |
Total Pages | : 327 |
Release | : 2017-07-12 |
Genre | : Computers |
ISBN | : 331942999X |
Download Deep Learning and Convolutional Neural Networks for Medical Image Computing Book in PDF, Epub and Kindle
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.
Deep Learning and Convolutional Neural Networks for Medical Image Computing Related Books
Pages: 327
Pages: 275
Pages: 461
Pages: 544
Pages: 103