Alison Noble

Technikos Professor of Biomedical Engineering · eng.ox.ac.uk · University of Oxford

Quick answer: Alison Noble is Technikos Professor of Biomedical Engineering at University of Oxford. Alison Noble shows an active PhD hiring signal as of 2026-09-11.

⭐ Enquiries from potential postgraduate research students who have interests in any of my research areas are welcome.

Research interests

Biomedical imaging and image analysis Machine learning applied to healthcare Ultrasound image analysis Human-AI collaboration Federated analysis Point-of-care ultrasound Global health technologies

Selected publications (since 2023)

FedExIT - Missing Class-agnostic Semi-Supervised Federated Learning with Extreme Imbalance Tackling Scheme SchistoTrackNet: machine learning for diagnosis of schistosomiasis-associated periportal fibrosis from ultrasound images SchistoTrackVideoNet: multilabel deep learning-based classification of schistosomal periportal fibrosis from ultrasound video View-Guided Multi-Task Learning for Fetal Cardiac Segmentation and CHD Classification Orientation-Robust Latent Motion Trajectory Learning for Annotation-free Cardiac Phase Detection in Fetal Echocardiography

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Frequently asked questions

Is Alison Noble hiring PhD students at University of Oxford?

Yes. As of 2026-09-11, Alison Noble's faculty page shows a PhD hiring signal: Enquiries from potential postgraduate research students who have interests in any of my research areas are welcome..

What does Alison Noble research?

Biomedical imaging and image analysis Machine learning applied to healthcare Ultrasound image analysis Human-AI collaboration Federated analysis Point-of-care ultrasound Global health technologies

Data last updated: 2026-09-11 · Source: phd-match.com faculty database.

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