By Le Lu,Yefeng Zheng,Gustavo Carneiro,Lin Yang
This booklet provides an in depth overview of the state-of-the-art in deep studying techniques for semantic item detection and segmentation in clinical snapshot computing, and large-scale radiology database mining. a selected concentration is put on the appliance of convolutional neural networks, with the idea supported via useful examples. positive factors: highlights how using deep neural networks can deal with new questions and protocols, in addition to increase upon latest demanding situations in scientific photograph computing; discusses the insightful study adventure of Dr. Ronald M. Summers; provides a accomplished evaluation of the newest examine and literature; describes a number diversified equipment that utilize deep studying for item or landmark detection projects in 2nd and 3D clinical imaging; examines a assorted collection of ideas for semantic segmentation utilizing deep studying rules in scientific imaging; introduces a singular method of interleaved textual content and photo deep mining on a large-scale radiology photo database.
Read or Download Deep Learning and Convolutional Neural Networks for Medical Image Computing: Precision Medicine, High Performance and Large-Scale Datasets (Advances in Computer Vision and Pattern Recognition) PDF
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Additional info for Deep Learning and Convolutional Neural Networks for Medical Image Computing: Precision Medicine, High Performance and Large-Scale Datasets (Advances in Computer Vision and Pattern Recognition)
Deep Learning and Convolutional Neural Networks for Medical Image Computing: Precision Medicine, High Performance and Large-Scale Datasets (Advances in Computer Vision and Pattern Recognition) by Le Lu,Yefeng Zheng,Gustavo Carneiro,Lin Yang