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.

I recently finished my DPhil, which focused on analysing medical images using deep learning, resulting in my thesis titled: Preserving Known Anatomical Topology in Medical Image Segmentation Using Deep Learning

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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.

Novel segmentation method guaranteeing accurate topology.

More Information Coming Soon

More Information Coming Soon

Initial cortical plate segmentation methods