- Synthetic Augmentation for Anatomical Landmark Localization using DDPMs.- AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation.- Adapted nnU-Net: A Robust Baseline for Cross-Modality Synthesis and Medical Image Inpainting.- Beyond MR Image Harmonization: Resolution Matters Too.- Benchmarking Robustness of Endoscopic Depth Estimation with Synthetically Corrupted Data.- A dual-task mutual learning framework for predicting post-thrombectomy cerebral haemorrhage.- TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification.- Beyond Intensity Transforms: Medical Image Synthesis Under Large Deformation.

- Sim2Real in endoscopy segmentation with a novel structure aware image translation.- Fireflies: Photorealistic Simulation and Optimization of Structured Light Endoscopy.- Exogenous Agent-Free Synthetic Post-Contrast Imaging with a Cascade of Deep Networks for enhancement Prediction after Tumor Resection. A Parametric-Map Oriented Approach.- OCT Scans Simulation Framework for Data Augmentation and Controlled Evaluation of Signal Processing Approaches.- Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image.- Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis.- Synthesizing Scalable CFD-Enhanced Aortic 4D Flow MRI for Assessing Accuracy and Precision of Deep-Learning Image Reconstruction and Segmentation Tasks.

- MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI.- Using MR physics for domain generalisation and super-resolution.- Single-scan mpMRI Calibration of Multi-Species Brain Tumor Dynamics with Mass Effect.- Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow Fields.