Christoph Peter Balada, M.Sc.

Contact +49 631 20575 1018 (Kaiserslautern)

Address (Kaiserslautern) Trippstadter Straße 12267663 Kaiserslautern

Publications

Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage
Christoph Peter Balada; Aida Romano-Martinez; Vincent ten Cate; Katharina Geschke; Jonas Tesarz; Paul Claßen; Alexander K Schuster; Dativa Tibyampansha; Karl-Patrik Kresoja; Philipp S Wild; others
In: Lecture Notes in Computer Science. Medical Image Understanding and Analysis (MIUA-2025), LNCS, Springer Nature, 2025.
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery
Payal Varshney; Adriano Lucieri; Christoph Peter Balada; Andreas Dengel; Sheraz Ahmed
In: Apostolos Antonacopoulos; Subhasis Chaudhuri; Rama Chellappa; Cheng-Lin Liu; Saumik Bhattacharya; Umapada Pal (Hrsg.). Pattern Recognition. International Conference on Pattern Recognition (ICPR-2024), located at 27th International Conference, ICPR 2024, December 1-5, Kolkata, India, DFKI Research Reports (RR), ISBN 978-3-031-78198-8, Springer Nature Link, Cham, 12/2024.
Fühler-im-Netz: A smart grid and power line communication data set
Christoph Peter Balada; Sheraz Ahmed; Andreas Dengel; Max Bondorf; Nikolai Hopfer; Markus Zdrallek
In: IET Smart Grid, Pages 1-13, Wiley, 11/2022.

CurAIvasc
AI-based analysis of vascular imaging
Cardiovascular diseases are among the most frequent causes of death worldwide. The pathological basis of almost all cardiovascular diseases is atherothrombosis, i.e. atherosclerotic plaque rupture in…