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Discriminating between silent cerebral infarction and deep white matter hyperintensity using combinations of three types of magnetic resonance images: a multicenter observer performance study
被引:29
作者:
Sasaki, Makoto
[1
]
Hirai, Toshinori
[2
]
Taoka, Toshiaki
[3
]
Higano, Shuichi
[7
]
Wakabayashi, Chieko
[4
]
Matsusue, Eiji
[5
]
Ida, Masahiro
[6
]
机构:
[1] Iwate Med Univ, Adv Med Res Ctr, Morioka, Iwate 0208505, Japan
[2] Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan
[3] Nara Prefectural Med Univ, Dept Radiol, Kashihara, Nara 6348521, Japan
[4] Suiseikai Kajikawa Hosp, Dept Radiol, Hiroshima 730046, Japan
[5] Tottori Univ, Fac Med, Dept Pathophysiol & Therapeut Sci, Div Radiol, Yonago, Tottori 6838504, Japan
[6] Ebara Hosp, Dept Radiol, Tokyo 1450065, Japan
[7] Tohoku Univ, Sch Med, Dept Diagnost Radiol, Sendai, Miyagi 9808574, Japan
关键词:
asymptomatic cerebral infarction;
deep white matter hyperintensity;
magnetic resonance imaging;
receiver operating characteristic analysis;
D O I:
10.1007/s00234-008-0406-6
中图分类号:
R74 [神经病学与精神病学];
学科分类号:
摘要:
Introduction We attempted to determine the most appropriate combination of magnetic resonance (MR) images that can accurately detect and discriminate between asymptomatic infarction and deep white matter hyperintensity (DWMH); these lesions have different clinical implications and are occasionally confused. Materials and methods We performed an observer performance analysis using cerebral MR images of 45 individuals with or without asymptomatic small white matter infarction and/or mild DWMH who participated in a physical checkup program at four institutions. Six observers interpreted whether infarction and/or DWMH existed in combinations of two or three image types of the T1-weighted images (T1WI), T2-weighted images (T2WI), and fluid-attenuated inversion recovery (FLAIR) images. The observers' performance was evaluated with a receiver operating characteristic (ROC) analysis. Results The averaged area under the ROC curve (Az) for detecting a infarction was significantly larger in the combination of all the three image types (0.95) than that in any combinations of the two image types (T1WI and FLAIR images, 0.87; T2WI and FLAIR images, 0.85; T1WI and T2WI, 0.86). The Az for detecting DWMH was significantly smaller in the combination of T1WI and T2WI (0.79) than that in other image combinations (T1WI and FLAIR, 0.89; T2WI and FLAIR, 0.91; T1WI, T2WI, and FLAIR, 0.90). Conclusion The combination of T1WI, T2WI, and FLAIR images is required to accurately detect both small white matter infarction and mild DWMH.
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页码:753 / 758
页数:6
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