By Le Lu,Yefeng Zheng,Gustavo Carneiro,Lin Yang
This e-book provides an in depth assessment of the cutting-edge in deep studying methods for semantic item detection and segmentation in clinical photo computing, and large-scale radiology database mining. a selected concentration is put on the applying of convolutional neural networks, with the speculation supported by means of functional examples. positive factors: highlights how using deep neural networks can deal with new questions and protocols, in addition to enhance upon present demanding situations in clinical snapshot computing; discusses the insightful study event of Dr. Ronald M. Summers; offers a finished assessment of the most recent examine and literature; describes a number varied tools that utilize deep studying for item or landmark detection initiatives in 2nd and 3D clinical imaging; examines a various number 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 Online 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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Extra 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