Prof. Dr. Bernhard Kainz

Professur für Image Data Exploration and Analysis

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 Artificial intelligence to assist in the screening fetal anomaly ultrasound scan (PROMETHEUS): a randomised controlled trial (2024) Day TG, Matthew J, Budd S, Venturini L, Wright R, Farruggia A, Jamshidi B, et al. Conference contribution Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability (2024) Dombrowski MN, 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