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Hip cartilage thickness measurement accuracy improvement

  • Yuanzhi Cheng*
  • , Shuguo Wang
  • , Takaharu Yamazaki
  • , Jie Zhao
  • , Yoshikazu Nakajima
  • , Shinichi Tamura
  • *Corresponding author for this work
  • School of Computer Science and Technology, Harbin Institute of Technology
  • Harbin Institute of Technology
  • The University of Osaka
  • The University of Tokyo

Research output: Contribution to journalArticlepeer-review

Abstract

Accurate measurement of the distance separating two adjacent sheet structures, such as femoral cartilage and acetabular cartilage in the hip joint is important in evaluation of osteoarthritis. A new method, insensitive to the influence of adjacent sheet structures, was developed to improve the accuracy of hip cartilage thickness measurement. A theoretical simulation for investigating the influence of adjacent sheet structures on the accuracy of cartilage thickness measurement in MR images was performed. The thickness is defined as the distance between zero-crossings of the second directional derivatives along the sheet surface normal direction. The simulation measurement showed considerable underestimation in thickness measurement occurred due to the influence of the adjacent sheet. A new method based on a model of the MR imaging process to eliminate the influence of adjacent sheet structure was developed and tested using phantoms and two cadaveric human hip joint MR scans. The new method reduced the influence of the adjacent sheet structure was more accurate than the conventional method for measuring hip cartilage thickness.

Original languageEnglish
Pages (from-to)643-655
Number of pages13
JournalComputerized Medical Imaging and Graphics
Volume31
Issue number8
DOIs
StatePublished - Dec 2007

Keywords

  • Cartilage thickness
  • Line filter responses
  • Measurement accuracy
  • Point spread function
  • Second directional derivative
  • Theoretical simulation
  • Zero-crossings

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