Browsing Institutt for sirkulasjon og bildediagnostikk by Author "Løvstakken, Lasse"
Now showing items 1-2 of 2
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Real-time 3D left ventricle segmentation and ejection fraction using deep learning
Smistad, Erik; Steinsland, Erik Nikolai; Løvstakken, Lasse (Peer reviewed; Journal article, 2021)Supervised learning for 3D left ventricle (LV) ultrasound segmentation is difficult due to the challenges of acquiring large amounts annotated data. In this work, pre-training on a weakly labeled dataset, combined with ... -
Real-time temporal coherent left ventricle segmentation using convolutional LSTMs
Smistad, Erik; Salte, Ivar Mjåland; Dalen, Håvard; Løvstakken, Lasse (Peer reviewed; Journal article, 2021)