Perinatal, Preterm and Paediatric Image Analysis

Fetal MRI: Motion Correction and Quality Assessment: SpaER: Learning Spatio-temporal Equivariant Representations for Fetal Brain Motion Tracking.- Joint Multi-Contrast Reconstruction of Fetal MRI based on Implicit Neural Representations.- Automatic disentanglement of motion in fetal low field MRI scans.- Advanced Framework for Fetal Diffusion MRI: Dynamic Distortion and Motion Correction.- Assessing data quality on fetal brain MRI reconstruction: a multi-site and multi-rater study. Neurodevelopmental MRI: Segmentation and Morphometry: Automatic 8-tissue Segmentation for 6-month Infant Brains.- Towards Accurate Fetal Brain Parcellation via Hierarchical Network and Loss.- Automatic assessment of fetal multi-echo diffusion weighted scans.- Rethinking Fetal Brain Atlas Construction: A Deep Learning Perspective.- Enhancing Prenatal Diagnosis: Automated Fetal Brain MRI Morphometry. Fetal Body and Organ Segmentation in MRI: Towards automated multi-regional lung parcellation for 0.55-3T 3D T2w fetal MRI.- Fetal Body Parts Segmentation Using Volumetric MRI Reconstructions. Fetal Ultrasound and Segmentation: Generative Diffusion Model Bootstraps Zero-shot Classification of Fetal Ultrasound Images in Underrepresented African Populations.- Semi-supervised three-dimensional detection of congenital brain anomalies in first trimester ultrasound.