Prof. Dr. Bernhard Kainz

Professur für Image Data Exploration and Analysis

Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models (2024) Dombrowski MN, Reynaud H, Baugh M, Kainz B Conference contribution Image distillation for safe data sharing in histopathology (2024) Li Z, Kainz B Conference contribution, Original article Echonet-synthetic: Privacy-preserving video generation for safe medical data sharing (2024) Reynaud H, Meng Q, Dombrowski MN, Ghosh A, Day T, Gomez A, Leeson P, Kainz B Conference contribution, Original article Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis (2024) Li L, Wang H, Baugh M, Ma Q, Zhang W, Ouyang C, Rueckert D, Kainz B Conference contribution URCDM: Ultra-Resolution Image Synthesis in Histopathology (2024) Cechnicka S, Ball J, Baugh M, Reynaud H, Simmonds N, Smith AP, Horsfield C, et al. Conference contribution Unsupervised Similarity Learning for Image Registration with Energy-Based Models (2024) Grzech D, Folgoc LL, Azampour MF, Vlontzos A, Glocker B, Navab N, Schnabel J, Kainz B Conference contribution DISYRE: Diffusion-Inspired Synthetic Restoration for Unsupervised Anomaly Detection (2024) Marimont SN, Baugh M, Siomos V, Tzelepis C, Kainz B, Tarroni G Conference contribution Simultaneous whole-liver water T1 and T2 mapping with isotropic resolution during free-breathing (2024) Stelter J, Weiss K, Steinhelfer L, Spieker V, Huaroc Moquillaza E, Zhang W, Makowski MR, et al. Journal article Multitask Weakly Supervised Generative Network for MR-US Registration (2024) Azampour MF, Mach K, Fatemizadeh E, Demiray B, Westenfelder K, Steiger K, Eiber M, et al. Journal article LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation (2024) Basaran BD, Zhang W, Qiao M, Kainz B, Matthews PM, Bai W Conference contribution