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

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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