Lehrstuhl für Informatik 5 (Mustererkennung)

Self-supervised learning for interventional image analytics: toward robust device trackers (2024) Islam S, Murthy VN, Neumann D, Das B, Sharma P, Maier A, Comaniciu D, Ghesu FC Journal article Oral mucosa - an examination map for confocal laser endomicroscopy within the oral cavity: an experimental clinical study (2024) Oetter N, Pröll J, Sievert M, Goncalves M, Rohde M, Nobis CP, Knipfer C, et al. Journal article Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge (2024) Aubreville M, Stathonikos N, Donovan TA, Klopfleisch R, Ammeling J, Ganz J, Wilm F, et al. 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 Co-ordinate-based positional embedding that captures resolution to enhance transformer’s performance in medical image analysis (2024) Das B, Zhao G, Islam S, Re TJ, Comaniciu D, Maier A, Gibson E Journal 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 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 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 Panamburg A, Madhu P, Bayer S, Maier A Conference contribution 3D Metal Segmentation from few X-Ray Images for Metal Artifact Avoidance (2024) Rohleder M, Kunze H, Maier A, Kreher B Conference contribution, Abstract of a poster