Articles with public access mandates - Mattias P. HeinrichLearn more
Not available anywhere: 17
An implicit sliding-motion preserving regularisation via bilateral filtering for deformable image registration
BW Papież, MP Heinrich, J Fehrenbach, L Risser, JA Schnabel
Medical image analysis 18 (8), 1299-1311, 2014
Mandates: Cancer Research UK, UK Engineering and Physical Sciences Research Council
GraphRegNet: Deep graph regularisation networks on sparse keypoints for dense registration of 3D lung CTs
L Hansen, MP Heinrich
IEEE Transactions on Medical Imaging 40 (9), 2246-2257, 2021
Mandates: German Research Foundation
Weakly-supervised learning of multi-modal features for regularised iterative descent in 3D image registration
M Blendowski, L Hansen, MP Heinrich
Medical image analysis 67, 101822, 2021
Mandates: German Research Foundation
Multimodal 3D medical image registration guided by shape encoder–decoder networks
M Blendowski, N Bouteldja, MP Heinrich
International journal of computer assisted radiology and surgery 15, 269-276, 2020
Mandates: German Research Foundation
Liver motion estimation via locally adaptive over-segmentation regularization
BW Papież, J Franklin, MP Heinrich, FV Gleeson, JA Schnabel
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015: 18th …, 2015
Mandates: UK Engineering and Physical Sciences Research Council
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
Mandates: German Research Foundation
Coupling of organic semiconductor amplified spontaneous emission into polymeric single-mode waveguides patterned by deep-UV irradiation
M Punke, S Mozer, M Stroisch, MP Heinrich, U Lemmer, P Henzi, ...
IEEE Photonics Technology Letters 19 (2), 61-63, 2007
Mandates: German Research Foundation
Multi-scale neural network for automatic segmentation of ischemic strokes on acute perfusion images
C Lucas, A Kemmling, AM Mamlouk, MP Heinrich
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
Mandates: German Research Foundation
Multispectral image registration based on local canonical correlation analysis
MP Heinrich, BW Papież, JA Schnabel, H Handels
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014
Mandates: UK Engineering and Physical Sciences Research Council
Opportunistic CT screening for degenerative deformities and osteoporotic fractures with 3D DeepLab
H Hempe, EB Yilmaz, C Meyer, MP Heinrich
Medical Imaging 2022: Image Processing 12032, 127-134, 2022
Mandates: Federal Ministry of Education and Research, Germany
Comparing deep learning strategies and attention mechanisms of discrete registration for multimodal image-guided interventions
IY Ha, MP Heinrich
International Workshop on Large-scale Annotation of Biomedical data and …, 2019
Mandates: German Research Foundation
Multi-object segmentation in chest X-ray using cascaded regression ferns
IY Ha, M Wilms, MP Heinrich
Bildverarbeitung für die Medizin 2017: Algorithmen-Systeme-Anwendungen …, 2017
Mandates: German Research Foundation
Modality-agnostic self-supervised deep feature learning and fast instance optimisation for multimodal fusion in ultrasound-guided interventions
IY Ha, MP Heinrich
Computer Methods and Programs in Biomedicine 211, 106374, 2021
Mandates: German Research Foundation
Motion correction of intravital microscopy of preclinical lung tumour imaging using multichannel structural image descriptor
BW Papież, T Tapmeier, MP Heinrich, RJ Muschel, JA Schnabel
Biomedical Image Registration: 6th International Workshop, WBIR 2014, London …, 2014
Mandates: UK Engineering and Physical Sciences Research Council
Highly accurate deep registration networks for large deformation estimation in compression ultrasound
LF Graf, H Siebert, S Mischkewitz, R Keuth, MP Heinrich
Medical Imaging 2023: Image Processing 12464, 509-513, 2023
Mandates: Federal Ministry of Education and Research, Germany
CineJENSE: Simultaneous Cine MRI Image Reconstruction and Sensitivity Map Estimation Using Neural Representations
Z Al-Haj Hemidi, N Vogt, L Quillien, C Weihsbach, MP Heinrich, J Oster
International Workshop on Statistical Atlases and Computational Models of …, 2023
Mandates: Agence Nationale de la Recherche
Bridging the domain gap for medical image segmentation with multimodal MIND features
CN Kruse, MP Heinrich
Medical Imaging 2022: Image Processing 12032, 800-804, 2022
Mandates: Federal Ministry of Education and Research, Germany
Available somewhere: 55
Attention gated networks: Learning to leverage salient regions in medical images
J Schlemper, O Oktay, M Schaap, M Heinrich, B Kainz, B Glocker, ...
Medical image analysis 53, 197-207, 2019
Mandates: British Heart Foundation, UK Engineering and Physical Sciences Research …
Anatomically constrained neural networks (ACNNs): application to cardiac image enhancement and segmentation
O Oktay, E Ferrante, K Kamnitsas, M Heinrich, W Bai, J Caballero, ...
IEEE transactions on medical imaging 37 (2), 384-395, 2017
Mandates: British Heart Foundation, UK Engineering and Physical Sciences Research …
MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration
MP Heinrich, M Jenkinson, M Bhushan, T Matin, FV Gleeson, M Brady, ...
Medical image analysis 16 (7), 1423-1435, 2012
Mandates: Cancer Research UK
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