Peter M. Full

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Olivier Bernard, Alain Lalande, Clément Zotti et al. · IEEE Transactions on Medical Imaging · 2018 · 2.1K citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +22

Why rankings of biomedical image analysis competitions should be interpreted with care

Lena Maier‐Hein, Matthias Eisenmann, Annika Reinke et al. · Nature Communications · 2018 · 342 citations · Full text

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

MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images

David Zimmerer, Peter M. Full, Fabian Isensee et al. · IEEE Transactions on Medical Imaging · 2022 · 54 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +29

Robust Medical Instrument Segmentation Challenge 2019

Annika Reinke, Peter M. Full, Martin Wagner et al. · arXiv (Cornell University) · 2020 · 33 citations · Full text

Engineering, Machine Learning, Generalization Capabilities +22