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

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

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...

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Bibliographic Details
Other Authors: Carneiro, Gustavo (Editor), Lü, Le (Of Johns Hopkins University) (Editor), Yang, Lin (Editor) (Editor), Zheng, Yefeng, 1975- (Editor)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
Series:Advances in computer vision and pattern recognition.
Subjects:
Artificial intelligence.
Computer science.
Image processing.
Neural networks (Computer science)
Radiology.
Computer Science.
Artificial Intelligence (incl. Robotics)
Image Processing and Computer Vision.
Imaging / Radiology.
Mathematical Models of Cognitive Processes and Neural Networks.
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