no code implementations • 7 Mar 2024 • Cristiana Tiago, Sten Roar Snare, Jurica Sprem, Kristin McLeod
The proposed framework relies on an adversarial Denoising Diffusion Model (DDM) to synthesize echocardiography images and perform domain translation.
no code implementations • 6 Nov 2019 • Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod
Treating the problem as a landmark detection problem, we propose a modified U-Net CNN architecture to generate heatmaps of likely coordinate locations.
no code implementations • 6 Nov 2019 • Andrew Gilbert, Marit Holden, Line Eikvil, Mariia Rakhmail, Aleksandar Babic, Svein Arne Aase, Eigil Samset, Kristin McLeod
We analyze example images that fall outside of our proposed classes to show our confidence metric can prevent many misclassifications.