Publications

Featured

Normative spatiotemporal fetal brain maturation with satisfactory development at 2 years

Namburete et al. Nature (2023)

Sensorless volumetric reconstruction of fetal brain freehand ultrasound scans with deep implicit representation

Yeung et al. Medical Image Analysis (2024)

Anatomically plausible segmentations: Explicitly preserving topology through prior deformations

Wyburd et al. Medical Image Analysis (2024)

Challenges for machine learning in clinical translation of big data imaging studies

Dinsdale et al. Neuron (2022)

Recent Publications

Geometric Transformation Uncertainty for Improving 3D Fetal Brain Pose Prediction from Freehand 2D Ultrasound Videos

Ramesh et al. MICCAI (2024)

Is Your Style Transfer Doing Anything Useful? An Investigation Into Hippocampus Segmentation and the Role of Preprocessing

Kalabizadeh et al. MLCN (2024)

RapidVol: Rapid Reconstruction of 3D Ultrasound Volumes from Sensorless 2D Scans

Eid et al. ISBI (2025)

Prototype learning for explainable brain age prediction

Hesse et al. WACV (2024)

Publications by theme

Characterising the Fetal Brain / ⁠⁠2D-3D US Reconstruction / ⁠⁠Clinical Translation / ⁠⁠Deep Learning Methodology

Full List

For a full list, please go to Google Scholar or Pubmed.