{"product_id":"9783319429984","title":"Advances in Computer Vision and Pattern Recognition: Precision Medicine, High Performance and Large-Scale Datasets","description":"\u003ch1\u003eAdvances in Computer Vision and Pattern Recognition: Precision Medicine, High Performance and Large-Scale Datasets\u003c\/h1\u003e \u003ch2\u003eLu, Le; Zheng, Yefeng; Carneiro, Gustavo; Yang, Lin\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book 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 networks, with the theory supported by practical examples. Features: highlights how the use of deep neural networks can address new questions and protocols, as well as improve upon existing challenges in medical image computing; discusses the insightful research experience of Dr. Ronald M. Summers; presents a comprehensive review of the latest research and literature; describes a range of different methods that make use of deep learning for object or landmark detection tasks in 2D and 3D medical imaging; examines a varied selection of techniques for semantic segmentation using deep learning principles in medical imaging; introduces a novel approach to interleaved text and image deep mining on a large-scale radiology image database.\u003cbr\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2017-07-24\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319429984\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-42999-1\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 326\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":45578546217100,"sku":"9783319429984","price":161.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319429984_07a54fdc-c1d5-4046-9710-a82370028eb6.jpg?v=1779043075","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783319429984","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}