Blar i Institutt for sirkulasjon og bildediagnostikk på tidsskrift "Lecture Notes in Computer Science"

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    • Automatic Myocardial Strain Imaging in Echocardiography Using Deep Learning 

      Østvik, Andreas; Smistad, Erik; Espeland, Torvald; Berg, Erik Andreas Rye; Løvstakken, Lasse (Journal article; Peer reviewed, 2018)
      Recent studies in the field of deep learning suggest that motion estimation can be treated as a learnable problem. In this paper we propose a pipeline for functional imaging in echocardiography consisting of four central ...

    • Vessel detection in ultrasound images using deep convolutional neural networks 

      Smistad, Erik; Løvstakken, Lasse (Journal article; Peer reviewed, 2016)
      Deep convolutional neural networks have achieved great results on image classification problems. In this paper, a new method using a deep convolutional neural network for detecting blood vessels in B-mode ultrasound images ...