Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics (eBook, PDF)
eBook, PDF

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics (eBook, PDF)

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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. It particularly focuses on the application of convolutional neural networks, and on recurrent neural networks like LSTM, using numerous practical examples to complement the theory. The book's chief features are as follows: It highlights how deep neural networks can be used to address new questions a...

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