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Deep learning and convolutional neural networks for medical imaging and clinical informatics

This book reviews the state of the art in deep learning approaches to high-performance robust disease detection, robust and accurate organ segmentation in medical image computing (radiological and pathological imaging modalities), and the construction and mining of large-scale radiology databases. I...

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Other Authors: Lu, Le,, Wang, Xiaosong,, Carneiro, Gustavo,, Yang, Lin, 1992-, SpringerLink (Online service)
Format: eBook
Language: English
Published: Cham, Switzerland : Springer, 2019.
Physical Description: 1 online resource (xi, 461 pages) : illustrations (some color).
Series: Advances in computer vision and pattern recognition.
Subjects: