- Image Acquisition, Synthesis and Enhancement.- Unsupervised Physics-Inspired Shear Wave Speed Estimation in Ultrasound Elastography.- Simplifying Prostate Elastography Using Micro-Ultrasound and Transfer Function Imaging.- Do High-Performance Image-to-Image Translation Networks Enable the Discovery of Radiomic Features? Application to MRI Synthesis from Ultrasound in Prostate Cancer.- PHOCUS: Physics-Based Deconvolution for Ultrasound Resolution Enhancement.- Tracking, Registration and Image-guided Interventions.- PIPsUS: Self-Supervised Point Tracking in Ultrasound.- Structure-aware World Model for Probe Guidance via Large-scale Selfsupervised Pre-train.

- An Evaluation of Low-Cost Hardware on 3D Ultrasound Reconstruction Accuracy.- Learning to Match 2D Keypoints Across Preoperative MR and Intraoperative Ultrasound.- Automatic facial axes standardization of 3D fetal ultrasound images.- Segmentation.- C-TRUS: A Novel Dataset and Initial Benchmark For Colon Wall Segmentation in Transabdominal Ultrasound.- Label Dropout: Improved Deep Learning Echocardiography Segmentation Using Multiple Datasets With Domain Shift and Partial Labelling.- Introducing Anatomical Constraints in Mitral Annulus Segmentation in Transesophageal Echocardiography.- Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound Images.

- Enhanced Uncertainty Estimation in Ultrasound Image Segmentation with MSU-Net.- Classification and Detection.- Multi-Site Class-Incremental Learning with Weighted Experts in Echocardiography.- Masked autoencoders for medical ultrasound videos using ROI-aware masking.- Uncertainty-based Multi-modal Learning for Myocardial Infarction Diagnosis using Echocardiography and Electrocardiograms.- Fetal Ultrasound Video Representation Learning using Contrastive Rubik's Cube Recovery.- LoRIS - Weakly-supervised Anomaly Detection for Ultrasound Images.- Unsupervised Detection of Fetal Brain Anomalies using Denoising Diffusion Models.

- Diffusion Models for Unsupervised Anomaly Detection in Fetal Brain Ultrasound.