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Learning in Breast Abnormality Classification (2025) Bhandary Panambur A, Bhat S, Yu H, Madhu P, Bayer S, Maier A Unpublished / Preprint Graph Neural Networks in Multi-Stained Pathological Imaging: Extended Comparative Analysis of Radiomic Features (2025) Rivera Monroy L, Rist L, Ostalecki C, Bauer A, Vera González J, Breininger K, Maier A Unpublished / Preprint Classification of Luminal Subtypes in Full Mammogram Images Using Transfer Learning (2025) Bhandary Panambur A, Madhu P, Maier A Unpublished / Preprint Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs (2024) Tayebi Arasteh S,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 Detection of femoropopliteal arterial steno-occlusion at MR angiography: initial experience with artificial intelligence (2024) Nguyen TT, Folle L, Bayer T Journal article 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