Lehrstuhl für Informatik 5 (Mustererkennung)

Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report (2024) Huijben EM, Terpstra ML, Galapon AJ, Pai S, Thummerer A, Koopmans P, Afonso M, et al. Journal article Week-Ahead Water Demand Forecasting Using Convolutional Neural Network on Multi-Channel Wavelet Scalogram † (2024) Ramachandran A, Mousa H, Maier A, Bayer S Journal article STCMOT: Spatio-Temporal Cohesion Learning for UAV-Based Multiple Object Tracking (2024) Ma J, Tang C, Wu F, Zhao C, Zhang J, Xu Z Conference contribution, Conference Contribution Photon Counting-Based Metrics for Soft Tissue Differentiation in Coronary Plaque Analysis (2024) Denzinger S, Goldmann F, Wels M, Schöbinger M, Neumann D, Allmendinger T, Jürgens M, et al. Conference contribution Automated in-silico Phantoms for Atherosclerotic Plaque Classification Models from Spectral CT (2024) Goldmann F, Goldmann M, Wels M, Allmendinger T, Sühling M, Maier A Conference contribution OrdinalNet: A Deep Learning-based Relative Image Quality Metric for Motion Compensation in CBCT (2024) Goldmann M, Manhart M, Preuhs A, Goldmann F, Kowarschik M, Maier A Conference contribution, Conference Contribution Segment Anything in Optical Coherence Tomography: SAM 2 for Volumetric Segmentation of Retinal Biomarkers (2024) Kulyabin M, Zhdanov A, Pershin A, Sokolov G, Nikiforova A, Ronkin M, Borisov V, Maier A Journal article, Original article Ensembling U-Nets for microaneurysm segmentation in optical coherence tomography angiography in patients with diabetic retinopathy (2024) Husvogt L, Yaghy A, Camacho A, Lam K, Schottenhamml J, Ploner S, Fujimoto JG, et al. Journal article, Original article ANIMAL-CLEAN – A Deep Denoising Toolkit for Animal-Independent Signal Enhancement (2024) Barnhill A, Nöth E, Maier A, Bergler C Conference contribution, Original article Impact of acquisition area on deep-learning-based glaucoma detection in different plexuses in OCTA (2024) Schottenhamml J, Würfl T, Ploner S, Husvogt L, Lämmer R, Hohberger B, Maier A, Mardin C Journal article