 PET Head Motion Estimation Using Supervised Deep Learning with AttentionIEEE Transactions on Medical Imaging (IEEE TMI), 2025 |
 Gaussian Primitive Optimized Deformable Retinal Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 |
 Register Anything: Estimating "Corresponding Prompts" for Segment Anything ModelInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 |
 SACB-Net: Spatial-awareness Convolutions for Medical Image RegistrationComputer Vision and Pattern Recognition (CVPR), 2025 |
Spatial regularisation for improved accuracy and interpretability in keypoint-based registrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 |
 Unraveling Normal Anatomy via Fluid-Driven Anomaly RandomizationComputer Vision and Pattern Recognition (CVPR), 2025 |
 Hierarchical Uncertainty Estimation for Learning-based Registration in NeuroimagingInternational Conference on Learning Representations (ICLR), 2024 |
 Deep Learning in Medical Image Registration: Magic or Mirage?Neural Information Processing Systems (NeurIPS), 2024 |
 One registration is worth two segmentationsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 |
 Eddeep: Fast eddy-current distortion correction for diffusion MRI with deep learningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 |
 uniGradICON: A Foundation Model for Medical Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 |
 Decoder-Only Image RegistrationIEEE Transactions on Medical Imaging (IEEE TMI), 2024 |
 Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image RegistrationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 |
 Brain-ID: Learning Contrast-agnostic Anatomical Representations for
Brain ImagingEuropean Conference on Computer Vision (ECCV), 2023 |
 Unsupervised Multimodal Surface Registration with Geometric Deep
LearningMedical Image Analysis (MIA), 2023 |
