Mattias Heinrich
Affiliations: | Engineering Science | University of Oxford, Oxford, United Kingdom |
Google:
"Mattias Heinrich"Mean distance: (not calculated yet)
BETA: Related publications
See more...
Publications
You can help our author matching system! If you notice any publications incorrectly attributed to this author, please sign in and mark matches as correct or incorrect. |
Heinrich MP, Siebert H, Graf L, et al. (2023) Robust and Realtime Large Deformation Ultrasound Registration Using End-to-End Differentiable Displacement Optimisation. Sensors (Basel, Switzerland). 23 |
Lee HH, Tang Y, Bao S, et al. (2022) Supervised Deep Generation of High-Resolution Arterial Phase Computed Tomography Kidney Substructure Atlas. Proceedings of Spie--the International Society For Optical Engineering. 12032 |
Dorent R, Kujawa A, Ivory M, et al. (2022) CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation. Medical Image Analysis. 83: 102628 |
Hering A, Hansen L, Mok TCW, et al. (2022) Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning. Ieee Transactions On Medical Imaging |
Schumacher M, Siebert H, Genz A, et al. (2022) Learning-based three-dimensional registration with weak bounding box supervision. Journal of Medical Imaging (Bellingham, Wash.). 9: 044001 |
Siebert H, Hansen L, Heinrich MP. (2022) Learning a Metric for Multimodal Medical Image Registration without Supervision Based on Cycle Constraints. Sensors (Basel, Switzerland). 22 |
Ha IY, Heinrich MP. (2021) Modality-agnostic self-supervised deep feature learning and fast instance optimisation for multimodal fusion in ultrasound-guided interventions. Computer Methods and Programs in Biomedicine. 211: 106374 |
Hansen L, Heinrich MP. (2021) GraphRegNet: Deep Graph Regularisation Networks on Sparse Keypoints for Dense Registration of 3D Lung CTs. Ieee Transactions On Medical Imaging |
Razeghi O, Heinrich M, Fastl TE, et al. (2021) Hyperparameter optimisation and validation of registration algorithms for measuring regional ventricular deformation using retrospective gated computed tomography images. Scientific Reports. 11: 5718 |
Blendowski M, Hansen L, Heinrich MP. (2020) Weakly-supervised learning of multi-modal features for regularised iterative descent in 3D image registration. Medical Image Analysis. 67: 101822 |