Lehrstuhl für Informatik 5 (Mustererkennung)

Thrombus Detection in Non-Contrast Head CT using Graph Deep Learning (2022) Popp A, Taubmann O, Thamm F, Ditt H, Maier A, Breininger K Conference contribution Fully automatic AI-based extraction of mitral valve motion parameters on long axis CINE images – validation and application on N=2000 patient datasets (2022) Yoon SS, Fischer C, Toupin S, Pezel T, Garot J, Wetzl J, Maier A, Giese D Conference contribution, Abstract of lecture View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT – An Investigation of Potential Improvement (2021) Gottschalk T, Maier A, Kordon F, Kreher BW Journal article, Original article FIN-PRINT a fully-automated multi-stage deep-learning-based framework for the individual recognition of killer whales (2021) Bergler C, Gebhard A, Towers JR, Butyrev L, Sutton GJ, Shaw TJH, Maier A, Nöth E Journal article Machine Learning-Based HIV Risk Estimation Using Incidence Rate Ratios (2021) Haas O, Maier A, Rothgang E Journal article, Original article Prediction of Household-level Heat-Consumption using PSO enhanced SVR Model (2021) Chatterjee S, Bayer S, Maier A Conference contribution, Original article Glaucoma classification in 3 x 3 mm en face macular scans using deep learning in a different plexus (2021) Schottenhamml J, Wuerfl T, Mardin S, Ploner S, Husvogt L, Hohberger B, Lämmer R, et al. Journal article, Original article DEDDIAG, a domestic electricity demand dataset of individual appliances in Germany (2021) Wenninger M, Maier A, Schmidt J Journal article EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version control (2021) Marzahl C, Aubreville M, Bertram CA, Maier J, Bergler C, Kröger C, Voigt J, et al. Journal article Deep action learning enables robust 3D segmentation of body organs in various CT and MRI images (2021) Zhong X, Amrehn M, Ravikumar N, Chen S, Strobel N, Birkhold A, Kowarschik M, et al. Journal article