Bibliography
Standards, regulations, and references cited across blog posts - and own publications as they appear.
Own publications
-
Kranz DD, Krämer JF, Kahriman O, Nelde A, et al. 2025.
Exploring Latent Diffusion Models for ECG Generation on the Minute Scale.
Computer Methods and Programs in Biomedicine. Elsevier.
sciencedirect.com ↗ -
Kranz DD, Kahriman O, Dischl D, Treskatsch S, et al. 2025.
Deep learning enhanced magnetocardiography enables multi-task detection of coronary, ventricular, and rhythm disorders.
medRxiv (preprint).
medrxiv.org ↗ -
Kranz D, Kahriman O, Wessel N, Kraemer J. 2024.
Can Diffusion Models Understand the Long Term Dependencies in an ECG?
Workshop on Biosignals (WSBiosignals 2024). Göttingen Research Online.
goettingen-research-online.de ↗ -
Kahriman O, Kranz D, Wessel N, Krämer J. 2024.
Optimizing Transformer Architecture for Time Series Analysis in Cardiovascular Signal Processing.
Workshop on Biosignals (WSBiosignals 2024). Göttingen Research Online.
goettingen-research-online.de ↗