Deep Learning in Medical Image Analysis
Gebundenes Buch

Deep Learning in Medical Image Analysis

Challenges and Applications

Herausgegeben: Lee, Gobert; Fujita, Hiroshi
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This book presents cutting-edge research and applications of deep learning in a broad range of medical imaging scenarios, such as computer-aided diagnosis, image segmentation, tissue recognition and classification, and other areas of medical and healthcare problems. Each of its chapters covers a topic in depth, ranging from medical image synthesis and techniques for muskuloskeletal analysis to diagnostic tools for breast lesions on digital mammograms and glaucoma on retinal fundus images. It also provides an overview of deep learning in medical image analysis and highlights issues and challeng...