research
∙
06/06/2023
Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere
Fourier Neural Operators (FNOs) have proven to be an efficient and effec...
share
research
∙
10/02/2019
Privacy-preserving Federated Brain Tumour Segmentation
Due to medical data privacy regulations, it is often infeasible to colle...
research
∙
11/05/2018
Redefining Ultrasound Compounding: Computational Sonography
Freehand three-dimensional ultrasound (3D-US) has gained considerable in...
research
∙
08/13/2018
BACH: Grand Challenge on Breast Cancer Histology Images
Breast cancer is the most common invasive cancer in women, affecting mor...
research
∙
06/12/2018
Initialize globally before acting locally: Enabling Landmark-free 3D US to MRI Registration
Registration of partial-view 3D US volumes with MRI data is influenced b...
research
∙
06/04/2018
CFCM: Segmentation via Coarse to Fine Context Memory
Recent neural-network-based architectures for image segmentation make ex...
research
∙
04/20/2018
Understanding Regularization to Visualize Convolutional Neural Networks
Variational methods for revealing visual concepts learned by convolution...
research
∙
04/09/2018
Assessment of Breast Cancer Histology using Densely Connected Convolutional Networks
Breast cancer is the most frequently diagnosed cancer and leading cause ...
research
∙
12/01/2016