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Cross-cohort federated learning for pediatric abdominal adipose tissue segmentation and quantification using free-breathing 3D MRI

  • Wenwen Zhang
  • , Sevgi Gokce Kafali
  • , Timothy Adamos
  • , Kelsey Kuwahara
  • , Ashley Dong
  • , Jessica Li
  • , Shu Fu Shih
  • , Timoteo Delgado-Esbenshade
  • , Shilpy Chowdhury
  • , Spencer Loong
  • , Jeremy Moretz
  • , Samuel R. Barnes
  • , Zhaoping Li
  • , Shahnaz Ghahremani
  • , Kara L. Calkins
  • , Holden H. Wu

Research output: Contribution to journal › Article › peer-review

Original languageEnglish
Article numberumag002
JournalRadiology Advances
Volume3
Issue number1
DOIs
StatePublished - Jan 2026

ASJC Scopus Subject Areas

  • Radiology Nuclear Medicine and imaging
  • Radiological and Ultrasound Technology
  • Medicine (miscellaneous)
  • Biomedical Engineering

Keywords

  • adipose tissue
  • federated learning
  • magnetic resonance imaging
  • pediatric obesity
  • segmentation

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