Lehrstuhl für Informatik 5 (Mustererkennung)

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Learning in Breast Abnormality Classification (2025) Bhandary Panambur A, Bhat S, Yu H, Madhu P, Bayer S, Maier A Unpublished / Preprint Graph Neural Networks in Multi-Stained Pathological Imaging: Extended Comparative Analysis of Radiomic Features (2025) Rivera Monroy L, Rist L, Ostalecki C, Bauer A, Vera González J, Breininger K, Maier A Unpublished / Preprint Classification of Luminal Subtypes in Full Mammogram Images Using Transfer Learning (2025) Bhandary Panambur A, Madhu P, Maier A Unpublished / Preprint EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction (2025) Sun Y, Huang Y, Schneider LS, Thies M, Gu M, Mei S, Bayer S, Maier A Unpublished / Preprint Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation (2025) Öttl M, Wilm F, Steenpaß J, Qiu J, Rübner M, Fasching P,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 Unpublished / Preprint Analysing Diffusion Segmentation for Medical Images (2025) Öttl M, Mei S, Wilm F, Steenpaß J, Rübner M, Hartmann A, Beckmann M, et al. Unpublished / Preprint Rethinking U-net Skip Connections for Biomedical Image Segmentation (2025) Wilm F, Ammeling J, Öttl M, Fick RHJ, Aubreville M, Breininger K Unpublished / Preprint Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs (2024) Tayebi Arasteh S, Lotfinia M, Nolte T, Saehn MJ, Isfort P, Kuhl C, Nebelung S, et al. Journal article, Original article Utilizing Deep Incomplete Classifiers To Implement Semantic Clustering For Killer Whale Photo Identification Data (2024) Barnhill A, Towers JR, Nöth E, Maier A, Bergler C Conference contribution, Original article Uncertainty-aware deep learning for trustworthy prediction of long-term outcome after endovascular thrombectomy (2024) Martín Vicario C, Rodriguez Salas D, Maier A, Hock S, Kuramatsu J, Kallmünzer B, Thamm F, et al. Journal article