Helge Sudkamp

According to our database, Helge Sudkamp authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Abstract: Reducing Domain Shift in Deep Learning for OCT Segmentation using Image Manipulations.

Marc S. Seibel, Joshua Niemeijer, Marc Rowedder, Helge Sudkamp, Timo Kepp, Gereon Hüttmann, Heinz Handels

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Denoising of Home OCT Images using Noise-to-noise Trained on Artificial Eye Data.

Marc Rowedder, Timo Kepp, Tobias Neumann, Helge Sudkamp, Gereon Hüttmann, Heinz Handels

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2022

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

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

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, Gereon Hüttmann, Johann Roider, Mattias P. Heinrich, Heinz Handels

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

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, Gereon Hüttmann, Johann Roider, Mattias P. Heinrich, Heinz Handels

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020