Current applications and future directions of deep learning in musculoskeletal radiology

Volume: 49, Issue: 2, Pages: 183 - 197
Published: Aug 4, 2019
Abstract
Deep learning with convolutional neural networks (CNN) is a rapidly advancing subset of artificial intelligence that is ideally suited to solving image-based problems. There are an increasing number of musculoskeletal applications of deep learning, which can be conceptually divided into the categories of lesion detection, classification, segmentation, and non-interpretive tasks. Numerous examples of deep learning achieving expert-level...
Paper Details
Title
Current applications and future directions of deep learning in musculoskeletal radiology
Published Date
Aug 4, 2019
Volume
49
Issue
2
Pages
183 - 197
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