Publications by Justin R Cheung

Publications by authors named "Justin R Cheung"

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Automatic Vertebral Body Segmentation Based on Deep Learning of Dixon Images for Bone Marrow Fat Fraction Quantification.

Jiamin Zhou Pablo F Damasceno Ravi Chachad Justin R Cheung Alexander Ballatori

Front Endocrinol (Lausanne)

May 2021

Bone marrow fat (BMF) fraction quantification in vertebral bodies is used as a novel imaging biomarker to assess and characterize chronic lower back pain. However, manual segmentation of vertebral bodies is time consuming and laborious. (1) Develop a deep learning pipeline for segmentation of vertebral bodies using quantitative water-fat MRI.

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