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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...
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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 ...
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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 ...
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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,...
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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...
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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 ...
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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...
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10/19/2018