Deep Learning and Convolutional Neural Networks for Medical Image Computing Precision Medicine, High Performance and Large-Scale Datasets /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Lu, Le (Editor), Zheng, Yefeng (Editor), Carneiro, Gustavo (Editor), Yang, Lin (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Advances in Computer Vision and Pattern Recognition,
• Subjects: Computer science.; Radiology.; Artificial intelligence.; Image processing.; Neural networks (Computer science).; Computer Science.; Image Processing and Computer Vision.; Artificial Intelligence (incl. Robotics).; Mathematical Models of Cognitive Processes and Neural Networks.; Imaging / Radiology.

This timely text/reference 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 netw...