GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Unsupervised Domain Adaptation for Brain Vessel Segmentation Through Transwarp Contrastive Learning.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Few-Shot Learning in Diffusion Models for Generating Cerebral Aneurysm Geometries.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Synthesising 3D Cardiac CINE-MR Images and Corresponding Segmentation Masks using a Latent Diffusion Model.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Learned Local Attention Maps for Synthesising Vessel Segmentations.
CoRR, 2023
Shape-Guided Conditional Latent Diffusion Models for Synthesising Brain Vasculature.
Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023
Learned Local Attention Maps for Synthesising Vessel Segmentations from T2 MRI.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023