Automatic Tracking of Muscle Cross‐Sectional Area Using Convolutional Neural Networks with Ultrasound
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Ultrasound in Medicine"
DOI: 10.1002/jum.14995
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… read more here.
Keywords: sectional area; cross sectional; muscle cross; using convolutional ... See more keywords
Muscle Cross-Sectional Area Segmentation in Transverse Ultrasound Images Using Vision Transformers
Sign Up to like & getrecommendations! Published in 2023 at "Diagnostics"
DOI: 10.3390/diagnostics13020217
Abstract: Automatically measuring a muscle’s cross-sectional area is an important application in clinical practice that has been studied extensively in recent years for its ability to assess muscle architecture. Additionally, an adequately segmented cross-sectional area can… read more here.
Keywords: sectional area; vision transformers; cross sectional; muscle cross ... See more keywords