Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung)

Attention-Guided Erasing for Enhanced Transfer Learning in Breast Abnormality Classification (2025) Bhandary Panambur A, Bhat S, Yu H, Madhu P, Bayer S, Maier A Unpublished / Preprint Rethinking U-net Skip Connections for Biomedical Image Segmentation (2025) Wilm F, Ammeling J, Öttl M, Fick RHJ, Aubreville M, Breininger K Unpublished / Preprint Lesion-conditioning of synthetic MRI-derived subtraction-MIPs of the breast using a latent diffusion model (2024) Kapsner L, Folle L, Hadler D, Eberle J, Balbach E, Liebert A, Ganslandt T, et al. Journal article Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report (2024) Huijben EM, Terpstra ML, Galapon AJ, Pai S, Thummerer A, Koopmans P, Afonso M, et al. Journal article Ensembling U-Nets for microaneurysm segmentation in optical coherence tomography angiography in patients with diabetic retinopathy (2024) Husvogt L, Yaghy A, Camacho A, Lam K, Schottenhamml J, Ploner S, Fujimoto JG, et al. Journal article, Original article ANIMAL-CLEAN – A Deep Denoising Toolkit for Animal-Independent Signal Enhancement (2024) Barnhill A, Nöth E, Maier A, Bergler C Conference contribution, Original article Principles of artificial intelligence in radiooncology (2024) Huang Y, Gomaa A, Höfler D, Schubert P, Gaipl U, Frey B, Fietkau R, et al. Journal article, Original article Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion (2024) Fan F, Qiu J, Huang Y, Maier A Conference contribution Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data (2024) Huang Y, Fan F, Gomaa A, Maier A, Fietkau R, Bert C, Putz F Conference contribution Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series (2024) Sun Y, Schneider LS, Fan F, Thies M, Gu M, Mei S, Zhou Y, et al. Conference contribution, Conference Contribution