Prof. Dr.-Ing. Andreas Maier

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Learning in Breast Abnormality Classification (2025) Bhandary Panambur A, Bhat S, Yu H, Madhu P, Bayer S, Maier A Unpublished / Preprint Graph Neural Networks in Multi-Stained Pathological Imaging: Extended Comparative Analysis of Radiomic Features (2025) Rivera Monroy L, Rist L, Ostalecki C, Bauer A, Vera González J, Breininger K, Maier A Unpublished / Preprint Classification of Luminal Subtypes in Full Mammogram Images Using Transfer Learning (2025) Bhandary Panambur A, Madhu P, Maier A Unpublished / Preprint Co-ordinate-based positional embedding that captures resolution to enhance transformer’s performance in medical image analysis (2024) Das BK, Zhao G, Islam S, Re TJ, Comaniciu D, Maier A, Gibson E Journal article Two-view topogram-based anatomy-guided CT reconstruction for prospective risk minimization (2024) Liu C, Klein L, Huang Y, Baader E, Lell MM, Kachelrieß M, Maier A Journal article, Original article OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods (2024) Kulyabin M, Zhdanov A, Nikiforova A, Stepichev A, Kuznetsova A, Ronkin M, Borisov V, et al. Journal article, Original article Attention to the Electroretinogram: Gated Multilayer Perceptron for ASD Classification (2024) Kulyabin M, Constable P, Zhdanov A, Lee I, Thompson DA, Maier A Journal article, Original article Multiple Source Translation Micro-CT Improves Both Field-of-View and Spatial Resolution (2024) Yu H, Ni S, Thies M, Wagner F, Huang Y, Liu F, Maier A Journal article, Original article Enhancing downstream classification of breast abnormalities in contrast enhanced spectral mammography using a neighborhood representation loss (2024) Bhandary Panambur A, Madhu P, Bayer S, Maier A Conference contribution Multi-level cancer profiling through joint cell-graph representations (2024) Rivera Monroy L, Rist L, Wilm F, Ostalecki C, Baur A, Vera González J, Breininger K, Maier A Journal article