TY - JOUR
T1 - MRI texture analysis of background parenchymal enhancement of the breast
AU - Amano, Yasuo
AU - Woo, Jun
AU - Amano, Maki
AU - Yanagisawa, Fumi
AU - Yamamoto, Hiroshi
AU - Tani, Mayumi
N1 - Publisher Copyright:
© 2017 Yasuo Amano et al.
PY - 2017
Y1 - 2017
N2 - Purpose. The purpose of this study was to determine texture parameters reflecting the background parenchymal enhancement (BPE) of the breast, which were acquired using texture analysis (TA). Methods. We investigated 52 breasts of the 26 subjects who underwent dynamic contrast-enhanced MRI. One experienced reader scored BPE visually (i.e., minimal, mild, moderate, and marked). TA, including 12 texture parameters, was performed to distinguish the BPE scores quantitatively. Relationships between the visual BPE scores and texture parameters were evaluated using analysis of variance and receiver operating characteristic analysis. Results. The variance and skewness of signal intensity were useful for differentiating between moderate and mild or minimal BPE or between mild and minimal BPE, respectively, with the cutoff value of 356.7 for variance and that of 0.21 for skewness. Some TA features could be useful for defining breast lesions from the BPE. Conclusion. TA may be useful for quantifying the BPE of the breast.
AB - Purpose. The purpose of this study was to determine texture parameters reflecting the background parenchymal enhancement (BPE) of the breast, which were acquired using texture analysis (TA). Methods. We investigated 52 breasts of the 26 subjects who underwent dynamic contrast-enhanced MRI. One experienced reader scored BPE visually (i.e., minimal, mild, moderate, and marked). TA, including 12 texture parameters, was performed to distinguish the BPE scores quantitatively. Relationships between the visual BPE scores and texture parameters were evaluated using analysis of variance and receiver operating characteristic analysis. Results. The variance and skewness of signal intensity were useful for differentiating between moderate and mild or minimal BPE or between mild and minimal BPE, respectively, with the cutoff value of 356.7 for variance and that of 0.21 for skewness. Some TA features could be useful for defining breast lesions from the BPE. Conclusion. TA may be useful for quantifying the BPE of the breast.
UR - http://www.scopus.com/inward/record.url?scp=85027340087&partnerID=8YFLogxK
U2 - 10.1155/2017/4845909
DO - 10.1155/2017/4845909
M3 - Article
C2 - 28812015
AN - SCOPUS:85027340087
SN - 2314-6133
VL - 2017
JO - BioMed Research International
JF - BioMed Research International
M1 - 4845909
ER -