Christoph Peter Balada, M.Sc.

Organizational unit Smart Data & Knowledge Services

Contact +49 631 20575 1018 (Kaiserslautern)

Christoph_Peter.Balada@dfki.de

Address (Kaiserslautern) Trippstadter Straße 12267663 Kaiserslautern

Publications

All publications

Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering
Payal Varshney; Adriano Lucieri; Christoph Peter Balada; Andreas Dengel; Sheraz Ahmed
In: Pattern Recognition Letters (PRL), Vol. SS: ICPR 2024, Pages 1-7, Elsevier B.V, 11/2025.
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.
LD-ViCE: Latent Diffusion Model for Video Counterfactual Explanations
Payal Varshney; Adriano Lucieri; Christoph Peter Balada; Sheraz Ahmed; Andreas Dengel
2025.

Profile

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…