Prof. Dr. Bernhard Kainz

Professur für Image Data Exploration and Analysis

Understanding metric-related pitfalls in image analysis validation (2024) Reinke A, Tizabi MD, Baumgartner M, Eisenmann M, Heckmann-Nötzel D, Kavur AE, Rädsch T, et al. Journal article Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models (2024) Dombrowski M, Reynaud H, Baugh M, 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 Realistic Data Enrichment for Robust Image Segmentation in Histopathology (2024) Cechnicka S, Ball J, Reynaud H, Arthurs C, Roufosse C, Kainz B Conference contribution, Original article 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 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 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