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Automatic Tracking of Muscle Cross‐Sectional Area Using Convolutional Neural Networks with Ultrasound

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The purpose of this study was to develop an automatic tracking method for the muscle cross‐sectional area (CSA) on ultrasound (US) images using a convolutional neural network (CNN). The performance… Click to show full abstract

The purpose of this study was to develop an automatic tracking method for the muscle cross‐sectional area (CSA) on ultrasound (US) images using a convolutional neural network (CNN). The performance of the proposed method was evaluated and compared with that of the state‐of‐the art muscle segmentation method.

Keywords: sectional area; cross sectional; muscle cross; using convolutional; muscle; automatic tracking

Journal Title: Journal of Ultrasound in Medicine
Year Published: 2019

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