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Viac informácií o knihe Deep Learning and Convolutional Neural Networks for Medical Image Computing

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Anotácia knihy

This 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.§§

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Computer science Artificial intelligence

• Celý názov: Deep Learning and Convolutional Neural Networks for Medical Image Computing
• Podnázov: Precision Medicine, High Performance and Large-Scale Datasets
• Autor: Le Lu, Yefeng Zheng, Gustavo Carneiro, Lin Yang
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 326
• EAN: 9783319429984
• ISBN: 3319429981
• ID: 13496470
• Nakladateľ: Springer International Publishing AG
• Hmotnosť: 714 g
• Rozmery: 164 × 245 × 23 mm
• Dátum vydania: 24. July 2017

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