Medical Imaging | Radiology ConvexAdam: Self-Configuring Dual-Optimisation-Based 3D Multitask Medical Image Registration. September 16, 2024
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
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
Psychiatry The PSYchiatric Clinical Outcome Prediction (PSYCOP) cohort: Leveraging the potential of electronic health records in the treatment of mental disorders. August 9, 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
Computer Vision | Medical Imaging | Surgery Fusing information from multiple 2D depth cameras for 3D human pose estimation in the operating room. August 7, 2019