Personalising left-ventricular biophysical models of the heart using parametric physics-informed neural networks. - Stefano Buoso; Thomas Joyce; Sebastian Kozerke (Medical Image Anal., 2021)

A 3D personalized cardiac myocyte aggregate orientation model using MRI data-driven low-rank basis functions. - Johanna Stimm; Stefano Buoso; Ezgi Berberoglu; Sebastian Kozerke; Martin Genet; Christian T. Stoeck (Medical Image Anal., 2021)

Rapid inference of personalised left-ventricular meshes by deformation-based differentiable mesh voxelization. - Thomas Joyce; Stefano Buoso; Christian T. Stoeck; Sebastian Kozerke (Medical Image Anal., 2022)

Synthesizing Scalable CFD-Enhanced Aortic 4D Flow MRI for Assessing Accuracy and Precision of Deep-Learning Image Reconstruction and Segmentation Tasks. - Pietro Dirix; Luuk Jacobs; Stefano Buoso; Sebastian Kozerke (SASHIMI@MICCAI, 2024)

Two-Stage Weighted Ensemble Method for Myocardial Edema and Scar Segmentation. - Isabel Margolis; Laura Dal Toso; Stefano Buoso; Sebastian Kozerke (CARE@MICCAI, 2024)

2D echocardiography video to 3D heart shape reconstruction for clinical application. - Fabian Laumer; Lena Rubi; Michael A. Matter; Stefano Buoso; Gabriel Fringeli; François Mach; Frank Ruschitzka; Joachim M. Buhmann; Christian M. Matter (Medical Image Anal., 2025)