Abstract: Segmentation of Retinal Low-Cost Optical Coherence Tomography Images Using Deep Learning. - Timo Kepp; Helge Sudkamp; Claus von der Burchard; Hendrik Schenke; Peter Koch 007; Gereon Hüttmann; Johann Roider; Mattias P. Heinrich; Heinz Handels (Bildverarbeitung für die Medizin, 2020)

Segmentation of retinal low-cost optical coherence tomography images using deep learning. - Timo Kepp; Helge Sudkamp; Claus von der Burchard; Hendrik Schenke; Peter Koch 007; Gereon Hüttmann; Johann Roider; Mattias P. Heinrich; Heinz Handels (Computer-Aided Diagnosis, 2020)

Epistemic and Aleatoric Uncertainty Estimation for PED, Segmentation in Home OCT Images. - Timo Kepp; Julia Andresen; Helge Sudkamp; Claus von der Burchard; Johann Roider; Gereon Hüttmann; Jan Ehrhardt; Heinz Handels (Bildverarbeitung für die Medizin, 2022)

MedRegNet: unsupervised multimodal retinal-image registration with GANs and ranking loss. - Monty Santarossa; Ayse Kilic; Claus von der Burchard; Lars Schmarje; Claudius Zelenka; Stefan Reinhold; Reinhard Koch; Johann Roider (Image Processing, 2022)

Unsupervised Non-correspondence Detection in Medical Images Using an Image Registration Convolutional Neural Network. - Julia Andresen; Timo Kepp; Jan Ehrhardt; Claus von der Burchard; Johann Roider; Heinz Handels (WBIR, 2022)

Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies. - Julia Andresen; Timo Kepp; Jan Ehrhardt; Claus von der Burchard; Johann Roider; Heinz Handels (Int. J. Comput. Assist. Radiol. Surg., 2022)

Abstract: Shape-based Segmentation of Retinal Layers and Fluids in OCT Image Data. - Timo Kepp; Julia Andresen; Claus von der Burchard; Johann Roider; Gereon Hüttmann; Heinz Handels (Bildverarbeitung für die Medizin, 2023)

Shape-based segmentation of retinal layers and fluids in OCT image data. - Timo Kepp; Julia Andresen; Claus von der Burchard; Johann Roider; Gereon Hüttmann; Heinz Handels (Computer-Aided Diagnosis, 2023)

FluidRegNet: Longitudinal registration of retinal OCT images with new pathological fluids. - Julia Andresen; Jan Ehrhardt; Claus von der Burchard; Ayse Tatli; Johann Roider; Heinz Handels; Hristina Uzunova (MIDL, 2024)

When Two Eyes Don't Suffice - Learning Difficult Hyperfluorescence Segmentations in Retinal Fundus Autofluorescence Images via Ensemble Learning. - Monty Santarossa; Tebbo Tassilo Beyer; Amelie Bernadette Antonia Scharf; Ayse Tatli; Claus von der Burchard; Jakob Nazarenus; Johann Baptist Roider; Reinhard Koch (J. Imaging, 2024)