Prof. Dr. Bernhard Kainz

Professur für Image Data Exploration and Analysis

Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation (2025) Öttl M, Wilm F, Steenpaß J, Qiu J, Rübner M, Fasching P, Maier A, et al. Unpublished / Preprint Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability (2024) Dombrowski M, Reynaud H, Müller J, Baugh M, Kainz B Conference contribution, Conference Contribution Automatic Segmentation of Lymphatic Perfusion in Patients with Congenital Single Ventricle Defects (2024) Stegmaier M, Schröder C, Müller J, Day T, Cuomo M, Dewald O, Dittrich S, Kainz B Conference contribution, Conference Contribution Metrics reloaded: recommendations for image analysis validation (2024) Maier-Hein L, Reinke A, Godau P, Tizabi MD, Buettner F, Christodoulou E, Glocker B, et al. Journal article 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 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 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 Confidence-Aware and Self-supervised Image Anomaly Localisation (2023) Müller J, Baugh M, Tan J, Dombrowski M, Kainz B Conference contribution