Madeleine K Wyburd

I am a postdoctoral researcher in the recently established Oxford Machine Learning NeuroImaging Lab (OMNI) at the University of Oxford, with Prof Ana Namburete.

Email / Google Scholar / Twitter / Github

Research

In my current role, I am developing deep-learning methods to monitor fetal brain development from ultrasound volumes. During my DPhil, I developed a fully automated pipeline to characterise the healthy cortical development. I am now looking at at-risk pregnancies to see how their development varies.

	Anatomically Plausible Segmentations: Explicitly Preserving Topology Through Prior Deformations.”s Madeleine K Wyburd , Nicola Dinsdale, Ana IL Namburete, Mark Jenkinson Medical Image Analysis, 2024 Project Page / Paper / Code Extension from the 2021 MICCAI paper.
	Normative spatiotemporal fetal brain maturation with satisfactory development at 2 years Ana IL Namburete, Madeleine K Wyburd ... Intergrowth Consortium Nature, 2023 Paper
	TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee Topology Preservation in Segmentations Madeleine K Wyburd , Nicola Dinsdale, Ana IL Namburete, Mark Jenkinson MICCAI, 2021 [Early Acceptance]- Conference Proceedings + Presentation Project Page / Paper / Code Novel segmentation method guaranteeing accurate topology.
	Automated grading of fetal cortical development using deep-learning algorithms: A preliminary 3D ultrasound study in healthy fetuses Madeleine K Wyburd , Linde Hesse,Moska Aliasi, Felipe Moser, Monique C. Haak, Aris Papageorghiou, the INTEGROWTH-21st Consortium, Ana IL Namburete ISUOG, 2021 - Oral Presentation More Information Coming Soon
	Deep learning-based assessment of second trimester cortical plate development in 3D ultrasound Madeleine K Wyburd , Aris Papageorghiou,Mark Jenkinson Ana IL Namburete ISUOG, 2021 - Oral Presentation More Information Coming Soon
	Using Deep Learning to Segment the Developing Cortical Plate from 3D Fetal Ultrasound. Madeleine K Wyburd , Mark Jenkinson Ana IL Namburete RSNA, 2020 - Poster Presentation
	Cortical Plate Segmentation using CNNs in 3D Fetal Ultrasound Madeleine K Wyburd, Ana IL Namburete, Mark Jenkinson MIUA, 2020 - Conference Proceedings + Presentation Paper / Presentation Initial cortical plate segmentation methods

The template of this webpage is from source code.