Blar i Fakultet for medisin og helsevitenskap (MH) 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 ...

    • Modelling Similarity for Comparing Physical Activity Profiles - A Data-Driven Approach 

      Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle (Journal article; Peer reviewed, 2018)
      Objective measurements of physical behaviour are an interesting research field from the public health and computer science perspective. While for public health research, measurements with a high quality and feasible setup ...

    • 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 ...