Cardiology | Medical Imaging | Radiology AcquisitionFocus: Joint Optimization of Acquisition Orientation and Cardiac Volume Reconstruction Using Deep Learning. April 13, 2024
Clinical monitoring | Orthopedics Anatomy-guided domain adaptation for 3D in-bed human pose estimation. July 15, 2023
Radiology Robust and Realtime Large Deformation Ultrasound Registration Using End-to-End Differentiable Displacement Optimisation. March 30, 2023
Medical Imaging | Radiology Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning. October 20, 2022
Radiology Learning a Metric for Multimodal Medical Image Registration without Supervision Based on Cycle Constraints. February 15, 2022
Interventional Radiology | Radiology Modality-agnostic self-supervised deep feature learning and fast instance optimisation for multimodal fusion in ultrasound-guided interventions. October 3, 2021
Cardiology | Emergency Medicine | Radiology Non-invasive diagnosis of deep vein thrombosis from ultrasound imaging with machine learning. September 16, 2021
Emergency Medicine | Machine Learning | Medical Imaging Seeing under the cover with a 3D U-Net: point cloud-based weight estimation of covered patients. August 22, 2021
Radiology Dynamic deformable attention network (DDANet) for COVID-19 lesions semantic segmentation. May 22, 2021
Radiology GraphRegNet: Deep Graph Regularisation Networks on Sparse Keypoints for Dense Registration of 3D Lung CTs. April 19, 2021
Radiology Weakly-supervised learning of multi-modal features for regularised iterative descent in 3D image registration. November 9, 2020