Robust Medical Instrument Segmentation Challenge 2019. - Tobias Roß; Annika Reinke; Peter M. Full; Martin Wagner 001; Hannes Kenngott; Martin Apitz; Hellena Hempe; Diana Mîndroc-Filimon; Patrick Scholz 001; Thuy Nuong Tran; Pierangela Bruno; Pablo Arbeláez; et al. (CoRR, 2020)

Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room. - Lena Maier-Hein; Martin Wagner 001; Tobias Roß; Annika Reinke; Sebastian Bodenstedt; Peter M. Full; Hellena Hempe; Diana Mîndroc-Filimon; Patrick Scholz 001; Thuy Nuong Tran; Pierangela Bruno; Anna Kisilenko; et al. (CoRR, 2020)

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge. - Tobias Roß; Annika Reinke; Peter M. Full; Martin Wagner 001; Hannes Kenngott; Martin Apitz; Hellena Hempe; Diana Mîndroc-Filimon; Patrick Scholz 001; Thuy Nuong Tran; Pierangela Bruno; Pablo Arbeláez; et al. (Medical Image Anal., 2021)

Abstract: Light-weight Semantic Segmentation and Labelling of Vertebrae in 3D-CT Scans. - Hellena Hempe; Mattias P. Heinrich (Bildverarbeitung für die Medizin, 2022)

Opportunistic CT screening for degenerative deformities and osteoporotic fractures with 3D DeepLab. - Hellena Hempe; Eren Bora Yilmaz; Carsten Meyer; Mattias P. Heinrich (Image Processing, 2022)

DeepSTAPLE: Learning to Predict Multimodal Registration Quality for Unsupervised Domain Adaptation. - Christian Weihsbach; Alexander Bigalke; Christian N. Kruse; Hellena Hempe; Mattias P. Heinrich (WBIR, 2022)

Shape Matters: Detecting Vertebral Fractures Using Differentiable Point-Based Shape Decoding. - Hellena Hempe; Alexander Bigalke; Mattias Paul Heinrich (Inf., 2024)