Prof. Dr. Bernhard Kainz

Professur für Image Data Exploration and Analysis

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 Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation (2025) Öttl M, Wilm F, Steenpaß J, Qiu J, Rübner M, Hartmann A, Beckmann M, et al. Conference contribution, Original article Resource-Efficient Medical Image Analysis with Self-adapting Forward-Forward Networks (2025) Müller J, Kainz B Conference contribution Exploring the role of different cell types on cortical folding in the developing human brain through computational modeling (2024) Zarzor MS, Ma Q, Almurey M, Kainz B, Budday S Journal article Arc2face: A foundation model for id-consistent human faces (2024) Paraperas PF, Alexandros L, Stylianos M, Deng J, Kainz B, Stefanos Z Conference contribution, Original article