Ana I. L. Namburete
University of Oxford(GB)Wellcome Centre for Integrative Neuroimaging(GB)
Publications by Year
Research Areas
Fetal and Pediatric Neurological Disorders, Domain Adaptation and Few-Shot Learning, Neonatal and fetal brain pathology, Advanced Neural Network Applications, Medical Image Segmentation Techniques
Most-Cited Works
- → Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal(2020)167 cited
- → Learning patterns of the ageing brain in MRI using deep convolutional networks(2020)137 cited
- → Fully-automated alignment of 3D fetal brain ultrasound to a canonical reference space using multi-task learning(2018)100 cited
- → Learning-based prediction of gestational age from ultrasound images of the fetal brain(2015)92 cited
- → The Effect of External Compression on the Mechanics of Muscle Contraction(2013)69 cited
- → Challenges for machine learning in clinical translation of big data imaging studies(2022)57 cited
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