Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning A Hering, L Hansen, TCW Mok, ACS Chung, H Siebert, S Häger, A Lange, ... IEEE Transactions on Medical Imaging 42 (3), 697-712, 2022 | 137 | 2022 |
Enhancing label-driven deep deformable image registration with local distance metrics for state-of-the-art cardiac motion tracking A Hering, S Kuckertz, S Heldmann, MP Heinrich Bildverarbeitung für die Medizin 2019: Algorithmen–Systeme–Anwendungen …, 2019 | 65 | 2019 |
mlvirnet: Multilevel variational image registration network A Hering, B Van Ginneken, S Heldmann Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 64 | 2019 |
CNN-based lung CT registration with multiple anatomical constraints A Hering, S Häger, J Moltz, N Lessmann, S Heldmann, B Van Ginneken Medical Image Analysis 72, 102139, 2021 | 59 | 2021 |
Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge HR Roth, Z Xu, C Tor-Díez, RS Jacob, J Zember, J Molto, W Li, S Xu, ... Medical image analysis 82, 102605, 2022 | 58 | 2022 |
Biomedical image analysis competitions: The state of current participation practice M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ... arXiv preprint arXiv:2212.08568, 2022 | 25 | 2022 |
Memory-efficient 2.5 D convolutional transformer networks for multi-modal deformable registration with weak label supervision applied to whole-heart CT and MRI scans A Hering, S Kuckertz, S Heldmann, MP Heinrich International journal of computer assisted radiology and surgery 14, 1901-1912, 2019 | 25 | 2019 |
Unsupervised learning for large motion thoracic CT follow-up registration A Hering, S Heldmann Medical Imaging 2019: Image Processing 10949, 331-337, 2019 | 20 | 2019 |
Learn2Reg challenge: CT lung registration-training data, May 2020 A Hering, K Murphy, B van Ginneken DOI: https://doi. org/10.5281/zenodo 3835682 (8), 2020 | 18 | 2020 |
Why is the winner the best? M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, S Ali, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 17 | 2023 |
Whole-body soft-tissue lesion tracking and segmentation in longitudinal CT imaging studies A Hering, F Peisen, T Amaral, S Gatidis, T Eigentler, A Othman, JH Moltz Medical Imaging with Deep Learning, 312-326, 2021 | 15 | 2021 |
Combination of whole-body baseline ct radiomics and clinical parameters to predict response and survival in a stage-iv melanoma cohort undergoing immunotherapy F Peisen, A Hänsch, A Hering, AS Brendlin, S Afat, K Nikolaou, S Gatidis, ... Cancers 14 (12), 2992, 2022 | 13 | 2022 |
Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data: MICCAI 2020 Challenges, ABCs 2020, L2R 2020, TN-SCUI 2020, Held in Conjunction with … N Shusharina, MP Heinrich, R Huang Springer Nature, 2021 | 11 | 2021 |
Learn2Reg challenge: CT lung registration—Training data A Hering, K Murphy, B van Ginneken May, 2020 | 11 | 2020 |
Variable Fraunhofer MEVIS RegLib comprehensively applied to Learn2Reg challenge S Häger, S Heldmann, A Hering, S Kuckertz, A Lange International conference on medical image computing and computer-assisted …, 2020 | 8 | 2020 |
Learn2Reg: 2020 MICCAI registration challenge; 2020 L Hansen, A Hering, MP Heinrich, A Dalca cited on, 143, 0 | 8 | |
Learn2reg-the challenge A Dalca, Y Hu, T Vercauteren, M Heinrich, L Hansen, M Modat, B De Vos, ... Zenodo, 2020 | 7 | 2020 |
Learn2Reg: Comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning. arXiv 2021 A Hering, L Hansen, TC Mok, A Chung, H Siebert, S Häger, A Lange, ... arXiv preprint arXiv:2112.04489, 0 | 7 | |
Learn2Reg challenge: CT lung registration—Test data A Hering, K Murphy, B van Ginneken Zenodo, Sep, 2020 | 6 | 2020 |
Combination of whole-body baseline CT radiomics and clinical parameters to predict response and survival in a stage-IV melanoma cohort undergoing immunotherapy. Cancers 2022 … F Peisen, A Hänsch, A Hering, AS Brendlin, S Afat, K Nikolaou Epub 2022/06/25. https://doi. org/10.3390/cancers14122992 PMID: 35740659, 0 | 6 | |