Prof. Dr. Bernhard Kainz

Professur für Image Data Exploration and Analysis

Enabling PSO-Secure Synthetic Data Sharing Using Diversity-Aware Diffusion Models (2025) Dombrowski MN, Kainz B Conference contribution Diffusing the Blind Spot: Uterine MRI Synthesis with Diffusion Models (2025) Müller J, Knupfer A, Blöss Braga P, Vittur EB, Kainz B, Hutter J Conference contribution Image Generation Diversity Issues and How to Tame Them (2025) Dombrowski MN, Zhang W, Cechnicka S, Reynaud H, Kainz B Conference contribution, Original article Unsupervised Single-source Domain Generalization for Robust Quantification of Lymphatic Perfusion (2025) Fischer LK, Müller J, Schröder C, Hanser A, Cuomo M, Day T, Ouyang C, et al. Conference contribution Causal reasoning in medical imaging (2025) Vlontzos A, Müller C, Kainz B Book chapter / Article in edited volumes Whole examination AI estimation of fetal biometrics from 20-week ultrasound scans (2025) Venturini L, Budd S, Farruggia A, Wright R, Matthew J, Day TG, Kainz B, et al. Journal article Abdominal simultaneous 3D water T1 and T2 mapping using a free-breathing Cartesian acquisition with spiral profile ordering (2025) Stelter J, Weiss K, Steinhelfer L, Meineke J, Zhang W, Kainz B, Braren RF, Karampinos DC Journal article Topology Optimization in Medical Image Segmentation with Fast χ Euler Characteristic (2025) Li L, Ma Q, Oyang C, Paetzold JC, Rueckert D, Kainz B Journal article Data-Efficient Generation for Dataset Distillation (2025) Li Z, Zhang W, Cechnicka S, Kainz B Conference contribution Uncertainty-Aware Vision Transformers for Medical Image Analysis (2025) Erick F, Mina R, Müller J, Kainz B Conference contribution, Original article