Deep Learning and Convolutional Neural Networks for Medical Image Computing

Deep Learning and Convolutional Neural Networks for Medical Image Computing

Precision Medicine, High Performance and Large-Scale Datasets

by Le Lu, Gustavo Carneiro, Yefeng Zheng, Lin Yang

326 pages· 2017· ISBN 9783319429991
Join Readfeed freeFind clubs reading this bookBrowse readable books
About
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.

Discuss Deep Learning and Convolutional Neural Networks for Medical Image Computing with other readers

Join or start a book club for Deep Learning and Convolutional Neural Networks for Medical Image Computing on Readfeed. Live chat, shared reading progress, and AI discussion questions — free to get started.

Sign up freeBrowse book clubs

Frequently asked questions

How do I join a book club for Deep Learning and Convolutional Neural Networks for Medical Image Computing?

Sign up free on Readfeed, then browse public clubs or start your own club with Deep Learning and Convolutional Neural Networks for Medical Image Computing as the current read. Invite friends with a share link and discuss together with live chat and AI discussion questions.

Can I discuss Deep Learning and Convolutional Neural Networks for Medical Image Computing with other readers online?

Yes. Readfeed book clubs let you chat live, share progress, and join discussions about Deep Learning and Convolutional Neural Networks for Medical Image Computing with readers worldwide — whether your club is virtual, in-person, or hybrid.

Is Readfeed free?

Yes. Creating an account and joining book clubs is free. Sign up to find readers who love the same books and start discussing today.