Deep Learning and Convolutional Neural Networks for Medical Image Computing is popular PDF and ePub book, written by Le Lu in 2017-07-12, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Deep Learning and Convolutional Neural Networks for Medical Image Computing can be Read Online from any device for your convenience.
Deep Learning and Convolutional Neural Networks for Medical Image Computing Book PDF Summary
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.
Detail Book of Deep Learning and Convolutional Neural Networks for Medical Image Computing PDF
- Author : Le Lu
- Release : 12 July 2017
- Publisher : Springer
- ISBN : 9783319429991
- Genre : Computers
- Total Page : 326 pages
- Language : English
- PDF File Size : 20,7 Mb
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