Tobias Roß

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge

Tobias Roß, Annika Reinke, Peter M. Full et al. · Medical Image Analysis · 2020 · 88 citations · Full text

Labelling instructions matter in biomedical image analysis

Tim Rädsch, Annika Reinke, Vivienn Weru et al. · Nature Machine Intelligence · 2023 · 74 citations · Full text

Data Annotation, Engineering, Annotation Quality +22

Large-scale medical image annotation with crowd-powered algorithms

Eric Heim, Tobias Roß, Alexander Seitel et al. · Journal of Medical Imaging · 2018 · 59 citations

Artificial Intelligence, Data Annotation, Medical Image Segmentation +23

batchgenerators - a python framework for data augmentation

Fabian Isensee, Paul F. Jäger, Jakob Wasserthal et al. · Zenodo (CERN European Organization for Nuclear Research) · 2020 · 59 citations · Full text

Crowdtruth validation: a new paradigm for validating algorithms that rely on image correspondences

Lena Maier‐Hein, Daniel Kondermann, Tobias Roß et al. · International Journal of Computer Assisted Radiology and Surgery · 2015 · 34 citations

Engineering, Machine Learning, Image Correspondences +17