Nicola K. Dinsdale

Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal

Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete · NeuroImage · 2020 · 176 citations · Full text

Computing, Computer Science, Radiology +16

Learning patterns of the ageing brain in MRI using deep convolutional networks

Nicola K. Dinsdale, Emma Bluemke, Stephen M. Smith et al. · NeuroImage · 2020 · 142 citations · Full text

Computing, Computer Science, Neuroscience +16

Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images

Vaanathi Sundaresan, Giovanna Zamboni, Nicola K. Dinsdale et al. · Medical Image Analysis · 2021 · 37 citations · Full text

Computing, Computer Science, Radiology +15

The impact of transfer learning on <scp>3D</scp> deep learning convolutional neural network segmentation of the hippocampus in mild cognitive impairment and Alzheimer disease subjects

Erica Balboni, Luca Nocetti, Chiara Carbone et al. · Human Brain Mapping · 2022 · 28 citations · Full text

Computing, Computer Science, Neuroscience +17

STAMP: Simultaneous Training and Model Pruning for low data regimes in medical image segmentation

Nicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete · Medical Image Analysis · 2022 · 28 citations · Full text

Computing, Biomedical Engineering, Computer Science +17