| Mrsegmentator: Robust multi-modality segmentation of 40 classes in MRI and CT sequences H Häntze, L Xu, FJ Dorfner, L Donle, D Truhn, H Aerts, M Prokop, ... arXiv e-prints, arXiv: 2405.06463, 2024 | 8 | 2024 |
| Is open-source there yet? a comparative study on commercial and open-source llms in their ability to label chest x-ray reports FJ Dorfner, L Jürgensen, L Donle, FA Mohamad, TR Bodenmann, ... arXiv preprint arXiv:2402.12298, 2024 | 7 | 2024 |
| Improve cross-modality segmentation by treating MRI images as inverted CT scans H Häntze, L Xu, L Donle, FJ Dorfner, A Hering, LC Adams, KK Bressem arXiv e-prints, arXiv: 2405.03713, 2024 | 2 | 2024 |
| Comparing Commercial and Open-Source Large Language Models for Labeling Chest Radiograph Reports FJ Dorfner, L Jürgensen, L Donle, F Al Mohamad, TR Bodenmann, ... Radiology 313 (1), e241139, 2024 | 1 | 2024 |
| Incorporating Anatomical Awareness for Enhanced Generalizability and Progression Prediction in Deep Learning-Based Radiographic Sacroiliitis Detection FJ Dorfner, JL Vahldiek, L Donle, A Zhukov, L Xu, H Häntze, ... arXiv preprint arXiv:2405.07369, 2024 | 1 | 2024 |
| Open-source Large Language Models can Generate Labels from Radiology Reports for Training Convolutional Neural Networks F Al Mohamad, L Donle, F Dorfner, L Romanescu, K Drechsler, ... Academic Radiology, 2025 | | 2025 |
| Anatomy-centred deep learning improves generalisability and progression prediction in radiographic sacroiliitis detection FJ Dorfner, JL Vahldiek, L Donle, A Zhukov, L Xu, H Häntze, ... RMD open 10 (4), e004628, 2024 | | 2024 |
| MRSegmentator: Multi-Modality Segmentation of 40 Classes in MRI and CT H Häntze, L Xu, CJ Mertens, FJ Dorfner, L Donle, F Busch, A Kader, ... arXiv preprint arXiv:2405.06463, 2024 | | 2024 |
| Improve Cross-Modality Segmentation by Treating T1-Weighted MRI Images as Inverted CT Scans H Häntze, L Xu, M Rattunde, L Donle, FJ Dorfner, A Hering, LC Adams, ... arXiv preprint arXiv:2405.03713, 2024 | | 2024 |
| Improving the detection of sleep slow oscillations in electroencephalographic data C Dimulescu, L Donle, C Cakan, T Goerttler, L Khakimova, J Ladenbauer, ... Frontiers in neuroinformatics 18, 1338886, 2024 | | 2024 |