Browsing NTNU Open by Author "Steinsland, Erik Nikolai"

Now showing items 1-2 of 2

3D Segmentation of the Left Ventricle in Echocardiography Based on Deep Learning

Steinsland, Erik Nikolai (Master thesis, 2020)

3D ekkokardiografi har blitt et nyttig verktøy for nøyaktig segmentering og volummåling av venstre ventrikkel, da ultralyd anses som trygt og tilgjengelig sammenlignet med andre medisinske avbildningsmetoder. Manuell sporing ...
Real-time 3D left ventricle segmentation and ejection fraction using deep learning

Smistad, Erik; Steinsland, Erik Nikolai; LÃ¸vstakken, 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 ...