4 papers
Large-scale inference of liver fat with neural networks on UK Biobank body MRI
Taro Langner, Robin Strand, Håkan Ahlström +1
The UK Biobank Imaging Study has acquired medical scans of more than 40,000 volunteer participants. The resulting wealth of anatomical information has been made available for resea…
Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participants
Taro Langner, Andreas Östling, Lukas Maldonis +8
The UK Biobank is collecting extensive data on health-related characteristics of over half a million volunteers. The biological samples of blood and urine can provide valuable insi…
Large-scale biometry with interpretable neural network regression on UK Biobank body MRI
Taro Langner, Robin Strand, Håkan Ahlström +1
In a large-scale medical examination, the UK Biobank study has successfully imaged more than 32,000 volunteer participants with magnetic resonance imaging (MRI). Each scan is linke…
Fully Convolutional Networks for Automated Segmentation of Abdominal Adipose Tissue Depots in Multicenter Water-Fat MRI
Taro Langner, Anders Hedström, Katharina Mörwald +5
Purpose: An approach for the automated segmentation of visceral adipose tissue (VAT) and subcutaneous adipose tissue (SAT) in multicenter water-fat MRI scans of the abdomen was inv…