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Automated abdominal adipose tissue segmentation and volume quantification on longitudinal MRI using 3D convolutional neural networks with multi-contrast inputs

  • Sevgi Gokce Kafali
  • , Shu Fu Shih
  • , Xinzhou Li
  • , Grace Hyun J. Kim
  • , Tristan Kelly
  • , Shilpy Chowdhury
  • , Spencer Loong
  • , Jeremy Moretz
  • , Samuel R. Barnes
  • , Zhaoping Li
  • , Holden H. Wu

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)491-506
Number of pages16
JournalMagnetic Resonance Materials in Physics, Biology and Medicine
Volume37
Issue number3
DOIs
StatePublished - Jul 2024

ASJC Scopus Subject Areas

  • Biophysics
  • Radiological and Ultrasound Technology
  • Radiology Nuclear Medicine and imaging

Keywords

  • Adipose tissue
  • Automated segmentation
  • Body composition
  • Magnetic resonance imaging
  • Neural networks
  • Obesity
  • Overweight

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