MIMIR: Deep Regression for Automated Analysis of UK Biobank MRI

"Just Accepted" papers have undergone full peer review and have been accepted for publication in Radiology: Artificial Intelligence. This article will undergo copyediting, layout, and proof review before it is published in its final version. Please note that during production of the final copyedited article, errors may be discovered which could affect the content. UK Biobank (UKB) has recruited more than half a million volunteers from the United Kingdom (UK), collecting health-related information on genetics, lifestyle, blood biochemistry, and more. Ongoing medical imaging of 100,000 participants, with 70,000 follow-up sessions, will furthermore yield up to 170,000 MRIs, enabling image analysis of body composition, organs, and muscle. This work presents an experimental inference engine for automated analysis of 1.5T UKB neck-to-knee body MRI.