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View article: Deep learning motion estimation in ultrasound imaging : Application to myocardial deformation quantification
Deep learning motion estimation in ultrasound imaging : Application to myocardial deformation quantification Open
Ultrasound is the most widely used imaging modality in clinical practice because it is fast, non-invasive and less expensive than other modalities. In echocardiography, several metrics characterizing the cardiac function can be extracted f…
View article: A Pilot Study on Convolutional Neural Networks for Motion Estimation From Ultrasound Images
A Pilot Study on Convolutional Neural Networks for Motion Estimation From Ultrasound Images Open
In recent years, deep learning (DL) has been successfully applied to the analysis and processing of ultrasound images. To date, most of this research has focused on segmentation and view recognition. This article benchmarks different convo…