Lehrstuhl für Informatik 5 (Mustererkennung)

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 CY Journal article VOAT: Voice Onset Analysis Tool (2024) Arias Vergara T, Madill C, Nguyen D, Holik J, Döllinger M Journal article G2EMOT: Guided Embedding Enhancement for Multiple Object Tracking in Complex Scenes (2024) Ma J, Wu F, Li C, Tang C, Zhang J, Xu Z, Li M, Liu D Journal article, Original article Electroretinogram Analysis Using a Short-Time Fourier Transform and Machine Learning Techniques (2024) Albasu FB, Kulyabin M, Zhdanov A, Dolganov A, Ronkin M, Borisov V, Dorosinsky L, et al. Journal article, Original article Deep learning based decoding of single local field potential events (2024) Schilling A, Gerum R, Böhm C, Rasheed J, Metzner C, Maier A, Reindl C, et al. Journal article Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models (2024) Mei S, Fan F, Wagner F, Thies M, Gu M, Sun Y, Maier A Conference contribution Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data (2024) Huang Y, Fan F, Gomaa A, Maier A, Fietkau R, Bert C, Putz F Conference contribution