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单能量256排多层螺旋CT联合深度学习图像重建在评估心肌纤维化中的强大诊断性能

Strong Diagnostic Performance of Single Energy 256-row Multidetector Computed Tomography with Deep Learning Image Reconstruction in the Assessment of Myocardial Fibrosis.

作者信息

Aoki Shuhei, Takaoka Hiroyuki, Ota Joji, Kanaeda Tomonori, Sakai Takayuki, Matsumoto Koji, Noguchi Yoshitada, Nishikawa Yusei, Yashima Satomi, Suzuki Katsuya, Yoshida Kazuki, Kinoshita Makiko, Suzuki-Eguchi Noriko, Sasaki Haruka, Kobayashi Yoshio

机构信息

Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Japan.

Department of Radiology, Chiba University Hospital, Japan.

出版信息

Intern Med. 2024 Sep 15;63(18):2499-2507. doi: 10.2169/internalmedicine.2615-23. Epub 2024 Feb 12.

DOI:10.2169/internalmedicine.2615-23
PMID:38346744
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11473283/
Abstract

Objective Although magnetic resonance imaging (MRI) is the gold standard for evaluating abnormal myocardial fibrosis and extracellular volume (ECV) of the left ventricular myocardium (LVM), a similar evaluation has recently become possible using computed tomography (CT). In this study, we investigated the diagnostic accuracy of a new 256-row multidetector CT with a low tube-voltage single energy scan and deep-learning-image reconstruction (DLIR) in detecting abnormal late enhancement (LE) in LVM. Methods We evaluated the diagnostic performance of CT for detecting LE in LVM and compared the results with those of MRI as a reference. We also measured the ECV of the LVM on CT and compared the results with those on MRI. Materials We analyzed 50 consecutive patients who underwent cardiac CT, including a late-phase scan and MRI, within three months of suspected cardiomyopathy. All patients underwent 256-slice CT (Revolution APEX; GE Healthcare, Waukesha, USA) with a low tube-voltage (70 kV) single energy scan and DLIR for a late-phase scan. Results In patient- and segment-based analyses, the sensitivity, specificity, and accuracy of detection of LE on CT were 94% and 85%, 100% and 95%, and 96% and 93%, respectively. The ECV of LVM per patient on CT and MRI was 33.0±6.2% and 35.9±6.1%, respectively. These findings were extremely strongly correlated, with a correlation coefficient of 0.87 (p<0.0001). The effective radiation dose on late-phase scanning was 2.4±0.9 mSv. Conclusion The diagnostic performance of 256-row multislice CT with a low tube voltage and DLIR for detecting LE and measuring ECV in LVM is credible.

摘要

目的 尽管磁共振成像(MRI)是评估左心室心肌(LVM)异常心肌纤维化和细胞外容积(ECV)的金标准,但最近使用计算机断层扫描(CT)也能够进行类似评估。在本研究中,我们调查了一种新型256排多探测器CT在低管电压单能量扫描和深度学习图像重建(DLIR)下检测LVM异常延迟强化(LE)的诊断准确性。方法 我们评估了CT检测LVM中LE的诊断性能,并将结果与作为参考的MRI结果进行比较。我们还在CT上测量了LVM的ECV,并将结果与MRI上的结果进行比较。材料 我们分析了50例连续的患者,这些患者在疑似心肌病的三个月内接受了心脏CT检查,包括晚期扫描和MRI检查。所有患者均接受256层CT(Revolution APEX;GE Healthcare,美国威斯康星州沃基沙)的低管电压(70 kV)单能量扫描和晚期扫描的DLIR。结果 在基于患者和节段的分析中,CT检测LE的敏感性、特异性和准确性分别为94%和85%、100%和95%、96%和93%。CT和MRI上每位患者LVM的ECV分别为33.0±6.2%和35.9±6.1%。这些发现具有极强的相关性,相关系数为0.87(p<0.0001)。晚期扫描的有效辐射剂量为2.4±0.9 mSv。结论 具有低管电压和DLIR的256排多层CT在检测LVM中的LE和测量ECV方面的诊断性能是可靠的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/81da0d50815e/1349-7235-63-2499-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/7decdfda75a5/1349-7235-63-2499-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/383a3c6617e3/1349-7235-63-2499-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/4a990c89b98b/1349-7235-63-2499-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/5eab29206a8a/1349-7235-63-2499-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/ab7059d0adb0/1349-7235-63-2499-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/81da0d50815e/1349-7235-63-2499-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/7decdfda75a5/1349-7235-63-2499-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/383a3c6617e3/1349-7235-63-2499-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/4a990c89b98b/1349-7235-63-2499-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/5eab29206a8a/1349-7235-63-2499-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/ab7059d0adb0/1349-7235-63-2499-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/11473283/81da0d50815e/1349-7235-63-2499-g006.jpg

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