Three contrasts in 3 min: Rapid, high-resolution, and bone-selective UTE MRI for craniofacial imaging with automated deep-learning skull segmentation.

Journal: Magnetic resonance in medicine
PMID:

Abstract

PURPOSE: Ultrashort echo time (UTE) MRI can be a radiation-free alternative to CT for craniofacial imaging of pediatric patients. However, unlike CT, bone-specific MR imaging is limited by long scan times, relatively low spatial resolution, and a time-consuming bone segmentation workflow.

Authors

  • Brian-Tinh Duc Vu
    Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 1 Founders Building, 3400 Spruce St, Philadelphia, PA 19104, United States of America; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, 210 South 33(rd) St, Philadelphia, PA 19104, United States of America. Electronic address: brian-tinh.vu@pennmedicine.upenn.edu.
  • Nada Kamona
    Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 1 Founders Building, 3400 Spruce St, Philadelphia, PA 19104, United States of America; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, 210 South 33(rd) St, Philadelphia, PA 19104, United States of America. Electronic address: nkamona@seas.upenn.edu.
  • Yohan Kim
    Department of Urology, Mayo Clinic, Rochester, MN 55905, USA.
  • Jinggang J Ng
    Department of Otolaryngology - Head and Neck Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
  • Brandon C Jones
    Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America.
  • Felix W Wehrli
    Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 1 Founders Building, 3400 Spruce St, Philadelphia, PA 19104, United States of America. Electronic address: felix.wehrli@pennmedicine.upenn.edu.
  • Hee Kwon Song
    Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
  • Scott P Bartlett
    Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia.
  • Hyunyeol Lee
    Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 1 Founders Building, 3400 Spruce St, Philadelphia, PA 19104, United States of America; School of Electronics Engineering, Kyungpook National University, 80 Daehakro, Bukgu, Daegu 41566, Republic of Korea. Electronic address: hyunyeollee@knu.ac.kr.
  • Chamith S Rajapakse
    University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.