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A Semi-supervised Joint Network for Simultaneous Left Ventricular Motion Tracking and Segmentation in 4D Echocardiography
This work presents a novel deep learning method to combine segmentation and motion tracking in 4D echocardiography. The network iteratively trains a motion branch and a segmentation branch. The motion branch is initially trained entirely unsupervised and learns to roughly map the displacements betwe...
Αποθηκεύτηκε σε:
| Τόπος έκδοσης: | Med Image Comput Comput Assist Interv |
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| Κύριοι συγγραφείς: | , , , , |
| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
2020
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| Θέματα: | |
| Διαθέσιμο Online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7576886/ https://ncbi.nlm.nih.gov/pubmed/33094292 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-59725-2_45 |
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