Swap-Free Fat-Water Separation in Dixon MRI using Conditional Generative Adversarial Networks

no code implementations • 29 Jul 2021 • Nicolas Basty, Marjola Thanaj, Madeleine Cule, Elena P. Sorokin, Yi Liu, Jimmy D. Bell, E. Louise Thomas, Brandon Whitcher

Using data from the UK Biobank Dixon MRI, our model is able to predict highly accurate fat and water channels that are free from artifacts.

Generative Adversarial Network Organ Segmentation +1

Large-Scale Analysis of Iliopsoas Muscle Volumes in the UK Biobank

1 code implementation • 12 Aug 2020 • Julie Fitzpatrick, Nicolas Basty, Madeleine Cule, Yi Liu, Jimmy D. Bell, E. Louise Thomas, Brandon Whitcher

We also found that iliopsoas volume was significantly related to height, BMI and age, and that there was an acceleration in muscle volume decrease in men with age.

Image Processing and Quality Control for Abdominal Magnetic Resonance Imaging in the UK Biobank

2 code implementations • 2 Jul 2020 • Nicolas Basty, Yi Liu, Madeleine Cule, E. Louise Thomas, Jimmy D. Bell, Brandon Whitcher

An end-to-end image analysis pipeline is presented for the abdominal MRI protocol used in the UK Biobank on the first 38, 971 participants.