Johanna Müller

Professur für Image Data Exploration and Analysis

Distil or Cluster?: Data-efficient Learning for Ultrasound in Practice (2026) Ochmann J, Müller J, Erick F, Kainz B Conference contribution L-FUSION: Laplacian Fetal Ultrasound Segmentation and Uncertainty Estimation (2026) Müller J, Wright R, Day TG, Venturini L, Budd SF, Reynaud H, Hajnal JV, et al. Conference contribution Last Layer Laplacian Pseudocoresets for Robust Medical Image Analysis (2026) Erick F, Müller J, Li Z, Kainz B Conference contribution Image-conditioned latent rectified flow models for 3D medical anomaly localisation (2026) Baugh M, Müller J, Cechnicka S, Gu Baugh K, Bonnici J, Myles J, Kainz B Journal article Self-adaptive forward-forward network for anomaly detection and medical image analysis (2026) Müller J, Baugh M, Kainz B Journal article Label-Free Motion-Conditioned Diffusion Model for Cardiac Ultrasound Synthesis (2026) Li Z, Reynaud H, Müller J, 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 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 Uncertainty-Aware Vision Transformers for Medical Image Analysis (2025) Erick F, Mina R, Müller J, Kainz B Conference contribution, Original article Resource-Efficient Medical Image Analysis with Self-adapting Forward-Forward Networks (2025) Müller J, Kainz B Conference contribution