Lehrstuhl für Informatik 5 (Mustererkennung)

Fully automatic AI-based valve motion parameter extraction on long axis CINE images – application on N=11000 patient datasets (2022) Yoon SS, Fischer C, Toupin S, Pezel T, Garot J, Wetzl J, Maier A, Giese D Conference contribution, Abstract of lecture Validity of tissue homogeneity in confocal laser endomicroscopy on the diagnosis of laryngeal and hypopharyngeal squamous cell carcinoma (2022) Sievert M, Aubreville M, Gostian AO, Mantsopoulos K, Koch M, Müller-Hübner SKU, Eckstein M, et al. Journal article DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering (2022) Schröter H, Escalante-B AN, Rosenkranz T, Maier A Conference contribution, Original article Diffeomorphic Image Registration for CINE Cardio MR images using deep learning (2022) Amsel D, Yoon SS, Wetzl J, Maier A Conference contribution, Abstract of a poster Automated Time Adjusted Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging – Validation and Application on Patient Datasets (2022) Yoon SS, Schmidt M, Rick M, Chitiboi T, Sharma P, Emrich T, Tillmanns C, et al. Conference contribution, Abstract of a poster Improving Generalization Capability of Multiorgan Segmentation Models Using Dual-Energy CT (2022) Chen S, Zhong X, Dorn S, Ravikumar N, Tao Q, Huang X, Lell M, et al. Journal article 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