Automated Deep Learning–Based Segmentation of Abdominal Adipose Tissue on Dixon MRI in Adolescents: A Prospective Population-Based Study
Tong Wu, Santiago Estrada, Renza van Gils, Ruisheng Su, Vincent W. V. Jaddoe, Edwin H. G. Oei, Stefan Klein
Abstract
The automated model may facilitate large-scale studies investigating abdominal fat distribution on MRI among adolescents as well as associations of fat distribution with clinical outcomes.
Topics & Concepts
MedicineProspective cohort studyPopulationSegmentationGeneration RCohortArtificial intelligenceAbdomenNuclear medicineRadiologySurgeryPathologyEnvironmental healthComputer scienceCardiovascular Disease and AdiposityBody Composition Measurement TechniquesNutritional Studies and Diet