Erik Ylipää

Publications

2026

Sohaib Qazi, Tamara Bianchessi, Federica Viola, Chiara Trenti, Erik Ylipää, Tino Ebbers, Petter Dyverfeldt (2026) FlowVN Trained on a Single Dataset Enables Rapid Reconstruction of Highly Accelerated 4D Flow MRI Across Multiple Sites Magnetic Resonance in Medicine (Article in journal) https://dx.doi.org/10.1002/mrm.70317

Konstantina Vouzouneraki, Erik Ylipää, Tommy Olsson, Katarina Berinder, Charlotte Hoybye, Maria Petersson, Sophie Bensing, Anna-Karin Akerman, Henrik Borg, Bertil Ekman, Jonas Robért, Britt Eden Engstrom, Oskar Ragnarsson, Pia Burman, Per Dahlqvist (2026) Detection of Acromegaly From Facial Images Using Machine Learning: A Comparison With Clinical Experts Journal of the Endocrine Society, Vol. 10, Article bvaf203 (Article in journal) https://dx.doi.org/10.1210/jendso/bvaf203

2025

Taridzo Chomutare, Aleksandar Barbic, Laura-Maria Peltonen, Silja Elunurm, Peter Lundberg, Arne Jönsson, Emma Eneling, Ciprian-Virgil Gerstenberger, Troels Siggaard, Raivo Kolde, Oskar Jerdhaf, Martin Hansson, Alexandra Makhlysheva, Miroslav Muzny, Erik Ylipää, Søren Brunak, Hercules Dalianis (2025) Implementing a Nordic-Baltic Federated Health Data Network: A Case Report MEDINFO 2025 — Healthcare Smart × Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics, p. 1241-1245 (Conference paper) https://dx.doi.org/10.3233/shti251037

Marjan Firouznia, Erik Ylipää, Markus Henningsson, Carljohan Carlhäll (2025) Poincare guided geometric UNet for left atrial epicardial adipose tissue segmentation in Dixon MRI images Scientific Reports, Vol. 15, Article 25549 (Article in journal) https://dx.doi.org/10.1038/s41598-025-10110-1

Chiara Trenti, Erik Ylipää, Tino Ebbers, Carljohan Carlhäll, Jan Engvall, Petter Dyverfeldt (2025) Referenceless 4D flow cardiovascular magnetic resonance with deep learning Journal of Cardiovascular Magnetic Resonance, Vol. 27, Article 101920 (Article in journal) https://dx.doi.org/10.1016/j.jocmr.2025.101920