Challenges for machine learning in clinical translation of big data imaging studies
Dinsdale et al. Neuron (2022)
FedHarmony: Unlearning scanner bias with distributed Data
Dinsdale et al. Medical Image Analysis (2022)
STAMP: Simultaneous Training and Model Pruning for low data regimes in medical image segmentation
ImplicitVol: Sensorless 3D ultrasound reconstruction with deep implicit representation
Yeung et al. arXiv (2022)
Sli2Vol: Annotate a 3D Volume from a Single Slice with Self-supervised Learning
Yeung et al. MICCAI (2021)
Subcortical segmentation of the fetal brain in 3D ultrasound using deep learning
Hesse et al. NeuroImage (2022)
Learning patterns of the ageing brain in MRI using deep convolutional networks
Dinsdale et al. NeuroImage (2022)
For a full list, please go to Google Scholar or Pubmed.