57 citations · 58 across the 7 of their papers we have counts for
3 papers · 1 filter
MIMIR: Deep Regression for Automated Analysis of UK Biobank Body MRI
Taro Langner, Andrés Martínez Mora, Robin Strand +2
UK Biobank (UKB) conducts large-scale examinations of more than half a million volunteers, collecting health-related information on genetics, lifestyle, blood biochemistry, and mor…
Deep regression for uncertainty-aware and interpretable analysis of large-scale body MRI
Taro Langner, Robin Strand, Håkan Ahlström +1
Large-scale medical studies such as the UK Biobank examine thousands of volunteer participants with medical imaging techniques. Combined with the vast amount of collected metadata,…
Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI
Taro Langner, Fredrik K. Gustafsson, Benny Avelin +3
Along with rich health-related metadata, medical images have been acquired for over 40,000 male and female UK Biobank participants, aged 44-82, since 2014. Phenotypes derived from…