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Medical Image Analysis|November 9, 2020
Weakly-supervised learning of multi-modal features for regularised iterative descent in 3D image registrationMax Blendowski, Lasse Hansen, Mattias P Heinrich
International Journal of Computer Assisted Radiology and Surgery|November 16, 2018
Combining MRF-based deformable registration and deep binary 3D-CNN descriptors for large lung motion estimation in COPD patientsMax Blendowski, Mattias P Heinrich
International Journal of Computer Assisted Radiology and Surgery|June 1, 2018
TernaryNet: faster deep model inference without GPUs for medical 3D segmentation using sparse and binary convolutionsMattias P Heinrich, Max Blendowski, Ozan Oktay
International Journal of Computer Assisted Radiology and Surgery|November 20, 2019
Multimodal 3D medical image registration guided by shape encoder-decoder networksMax Blendowski, Nassim Bouteldja, Mattias P Heinrich
IEEE Transactions on Medical Imaging|April 19, 2021
GraphRegNet: Deep Graph Regularisation Networks on Sparse Keypoints for Dense Registration of 3D Lung CTsLasse Hansen, Mattias P Heinrich
Sensors (Basel, Switzerland)|February 15, 2022
Learning a Metric for Multimodal Medical Image Registration without Supervision Based on Cycle ConstraintsHanna Siebert, Lasse Hansen, Mattias P Heinrich
IEEE Transactions on Medical Imaging|September 16, 2024
ConvexAdam: Self-Configuring Dual-Optimization-Based 3D Multitask Medical Image RegistrationHanna Siebert, Christoph Grosbrohmer, Lasse Hansen, et al.
International Journal of Computer Assisted Radiology and Surgery|August 22, 2021
Seeing under the cover with a 3D U-Net: point cloud-based weight estimation of covered patientsAlexander Bigalke, Lasse Hansen, Jasper Diesel, et al.
International Journal of Computer Assisted Radiology and Surgery|August 8, 2019
Fusing information from multiple 2D depth cameras for 3D human pose estimation in the operating roomLasse Hansen, Marlin Siebert, Jasper Diesel, et al.
Sensors (Basel, Switzerland)|March 30, 2023
Robust and Realtime Large Deformation Ultrasound Registration Using End-to-End Differentiable Displacement OptimisationMattias P Heinrich, Hanna Siebert, Laura Graf, et al.
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