Publications

Detailed Information

Reproducibility of Quantitative Histogram and Texture parameters from Intravoxel Incoherent Motion Diffusion-weighted MR Imaging in FN13762 Rat Breast Cancer Model : FN13762 쥐 유방암 모델에서 복셀 내 화소 결집 운동 확산 강조 자기공명 영상에서의 정량적 히스토그램 및 텍스처 파라미터의 재현성 평가

Cited 0 time in Web of Science Cited 0 time in Scopus
Authors

송용섭

Advisor
구진모
Major
의과대학 의학과
Issue Date
2014-02
Publisher
서울대학교 대학원
Keywords
reproducibilityhistogramtextureintravoxel incoherent motiondiffusion-weighted imagingFN13762 rat breast cancer
Description
학위논문 (석사)-- 서울대학교 대학원 : 의학과, 2014. 2. 구진모.
Abstract
Purpose: To determine the reproducibility of quantitative histogram and texture parameters from intravoxel incoherent motion (IVIM) diffusion-weighted magnetic resonance (MR) imaging in a FN13762 breast cancer in rats.
Materials and Methods: This study was approved by the institutional animal care and use committee. FN13762 murine mammary carcinoma cell (5×106) were inoculated into the right upper thigh of Fisher 344 rats (n=11). At nine days after tumor implantation, IVIM diffusion-weighted MR imaging was performed twice with nine b values by using a 3-T MR imaging system. The entire tumors were manually segmented and their computerized histogram and texture parameters were automatically extracted from the apparent diffusion coefficient (ADC) and IVIM-derived parametric maps including true diffusion coefficient (Dt), pseudo-diffusion coefficient (Dp) and perfusion fraction (Pf) map using in-house software program. Intraobserver and interscan measurement reproducibility were evaluated using paired t-test, intraclass correlation coefficient (ICC) and Bland-Altman method. Any parameter that satisfied the lower limit of the 95% confidence interval (CI) for ICC ≥0.75 and absence of a systemic bias on both intraobserver and interscan comparison was designated as a reproducible parameter.
Results: Volume measurements showed good intraobserver and interscan agreement (lower limit of the 95% CI for ICC, 0.97 and 0.95, respectively) without any systemic bias. The mean value, entropy, 5th, 10th, 25th and 90th percentile values from ADC map and the mean value, entropy, gray-level co-occurrence matrix (GLCM) contrast, 5th, 10th, 25th and 50th percentile values from Dt map showed good intraobserver and interscan agreement (lower limit of the 95% CI for ICC, ≥0.75) without any systemic bias. All parameters from Dp and Pf map showed relatively poor intraobserver and interscan agreement (lower limit of the 95% CI for ICC, <0.75).
Conclusion: In conclusion, histogram and texture analysis on ADC and Dt map were more favorable than Dp and Pf map in terms of measurement reproducibility. Among histogram and texture parameters, the mean, entropy, 5th, 10th, 25th and 90th percentile value from ADC map and the mean, entropy, GLCM contrast, 5th, 10th, 25th and 50th percentile value from Dt map were reproducible.
Language
English
URI
https://hdl.handle.net/10371/132636
Files in This Item:
Appears in Collections:

Altmetrics

Item View & Download Count

  • mendeley

Items in S-Space are protected by copyright, with all rights reserved, unless otherwise indicated.

Share