| nnu-net: Self-adapting framework for u-net-based medical image segmentation F Isensee, J Petersen, A Klein, D Zimmerer, PF Jaeger, S Kohl, ... arXiv preprint arXiv:1809.10486, 2018 | 643 | 2018 |
| TractSeg-Fast and accurate white matter tract segmentation J Wasserthal, P Neher, KH Maier-Hein NeuroImage 183, 239-253, 2018 | 341 | 2018 |
| Combined tract segmentation and orientation mapping for bundle-specific tractography J Wasserthal, PF Neher, D Hirjak, KH Maier-Hein Medical image analysis 58, 101559, 2019 | 93 | 2019 |
| Tract orientation mapping for bundle-specific tractography J Wasserthal, PF Neher, KH Maier-Hein Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 49 | 2018 |
| Tractography reproducibility challenge with empirical data (TraCED): the 2017 ISMRM diffusion study group challenge V Nath, KG Schilling, P Parvathaneni, Y Huo, JA Blaber, AE Hainline, ... Journal of Magnetic Resonance Imaging 51 (1), 234-249, 2020 | 40 | 2020 |
| Multiparametric mapping of white matter microstructure in catatonia J Wasserthal, KH Maier-Hein, PF Neher, G Northoff, KM Kubera, S Fritze, ... Neuropsychopharmacology 45 (10), 1750-1757, 2020 | 39 | 2020 |
| batchgenerators—a python framework for data augmentation F Isensee, P Jäger, J Wasserthal, D Zimmerer, J Petersen, S Kohl, ... Zenodo, 3632567, 2020 | 31 | 2020 |
| TotalSegmentator: robust segmentation of 104 anatomical structures in CT images J Wasserthal, M Meyer, HC Breit, J Cyriac, S Yang, M Segeroth arXiv preprint arXiv:2208.05868, 2022 | 21 | 2022 |
| batchgenerators—a python framework for data augmentation. 2020 F Isensee, P Jäger, J Wasserthal, D Zimmerer, J Petersen, S Kohl DOI: https://doi. org/10.5281/zenodo 3632567, 2020 | 11 | 2020 |
| nnU-Net: self-adapting framework for U-Net-based medical image segmentation. 2018 F Isensee, J Petersen, A Klein, D Zimmerer, PF Jaeger, S Kohl, ... arXiv preprint arXiv:1809.10486, 1809 | 11 | 1809 |
| Automated detection of pancreatic cystic lesions on CT using deep learning L Abel, J Wasserthal, T Weikert, AW Sauter, I Nesic, M Obradovic, S Yang, ... Diagnostics 11 (5), 901, 2021 | 9 | 2021 |
| Differentiating axonal loss and demyelination in chronic MS lesions: A novel approach using single streamline diffusivity analysis S Klistorner, MH Barnett, J Wasserthal, C Yiannikas, J Barton, J Parratt, ... PLoS One 16 (1), e0244766, 2021 | 7 | 2021 |
| White matter microstructure alterations in cortico-striatal networks are associated with parkinsonism in schizophrenia spectrum disorders J Wasserthal, KH Maier-Hein, PF Neher, RC Wolf, G Northoff, ... European Neuropsychopharmacology 50, 64-74, 2021 | 6 | 2021 |
| Direct white matter bundle segmentation using stacked u-nets J Wasserthal, PF Neher, F Isensee, KH Maier-Hein arXiv preprint arXiv:1703.02036, 2017 | 6 | 2017 |
| Potential of Stroke Imaging Using a New Prototype of Low-Field MRI: A Prospective Direct 0.55 T/1.5 T Scanner Comparison T Rusche, HC Breit, M Bach, J Wasserthal, J Gehweiler, S Manneck, ... Journal of Clinical Medicine 11 (10), 2798, 2022 | 5 | 2022 |
| Deep Anatomical Federated Network (Dafne): an open client/server framework for the continuous collaborative improvement of deep-learning-based medical image segmentation F Santini, J Wasserthal, A Agosti, X Deligianni, KR Keene, HE Kan, ... arXiv preprint arXiv:2302.06352, 2023 | 1 | 2023 |
| Realistic Evaluation of FixMatch on Imbalanced Medical Image Classification Tasks M Zenk, D Zimmerer, F Isensee, PF Jäger, J Wasserthal, K Maier-Hein Bildverarbeitung für die Medizin 2022: Proceedings, German Workshop on …, 2022 | 1 | 2022 |
| Advanced deep learning methods P Jäger, F Isensee, J Petersen, D Zimmerer, J Wasserthal, KH Maier-Hein Bildverarbeitung für die Medizin 2018: Algorithmen-Systeme-Anwendungen …, 2018 | 1 | 2018 |
| Machine Learning for Onset Prediction of Patients with Intracerebral Hemorrhage T Rusche, J Wasserthal, HC Breit, U Fischer, R Guzman, J Fiehler, ... Journal of Clinical Medicine 12 (7), 2631, 2023 | | 2023 |
| Prospective Assessment of Cerebral Microbleeds with Low-Field Magnetic Resonance Imaging (0.55 Tesla MRI) T Rusche, HC Breit, M Bach, J Wasserthal, J Gehweiler, S Manneck, ... Journal of Clinical Medicine 12 (3), 1179, 2023 | | 2023 |
