research
∙
11/30/2021
Robust and Automated Method for Spike Detection and Removal in Magnetic Resonance Imaging
Radio frequency (RF) spike noise is a common source of exogenous image c...
share
research
∙
06/22/2021
MIMIR: Deep Regression for Automated Analysis of UK Biobank Body MRI
UK Biobank (UKB) is conducting a large-scale study of more than half a m...
research
∙
05/17/2021
Deep regression for uncertainty-aware and interpretable analysis of large-scale body MRI
Large-scale medical studies such as the UK Biobank examine thousands of ...
research
∙
01/18/2021
Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI
Purpose: To enable fast and automated analysis of body composition from ...
research
∙
06/30/2020
Large-scale inference of liver fat with neural networks on UK Biobank body MRI
The UK Biobank Imaging Study has acquired medical scans of more than 40,...
research
∙
06/12/2020
Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participants
The UK Biobank is collecting extensive data on health-related characteri...
research
∙
02/17/2020
Large-scale biometry with interpretable neural network regression on UK Biobank body MRI
The UK Biobank study has successfully imaged more than 32,000 volunteer ...
research
∙
12/12/2018
Separation of water and fat signal in whole-body gradient echo scans using convolutional neural networks
Purpose: To perform and evaluate water and fat signal separation of whol...
research
∙
10/19/2018