Professur für Image Data Exploration and Analysis

Last Layer Laplacian Pseudocoresets for Robust Medical Image Analysis (2026) Erick F, Müller J, Li Z, Kainz B Conference contribution Stochastic latent feature distillation: Enhancing dataset distillation via structured uncertainty modeling (2025) Li Z, Cechnicka S, Ouyang C, Breininger K, Schüffler P, Kainz B Journal article Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results (2025) Riera-Marín M, O.K. S, Rodríguez-Comas J, May M, Pan Z, Zhou X, Liang X, et al. Journal article 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 Data-Efficient Generation for Dataset Distillation (2025) Li Z, Zhang W, Cechnicka S, Kainz B Conference contribution