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在肝细胞癌计算机断层扫描模拟图像上通过计算机辅助诊断和医生阅片检测到的肺结节的转归

Fate of pulmonary nodules detected by computer-aided diagnosis and physician review on the computed tomography simulation images for hepatocellular carcinoma.

作者信息

Park Hyojung, Kim Jin-Sung, Park Hee Chul, Oh Dongryul

机构信息

Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.

出版信息

Radiat Oncol J. 2014 Sep;32(3):116-24. doi: 10.3857/roj.2014.32.3.116. Epub 2014 Sep 30.

DOI:10.3857/roj.2014.32.3.116
PMID:25324982
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4194293/
Abstract

PURPOSE

To investigate the frequency and clinical significance of detected incidental lung nodules found on computed tomography (CT) simulation images for hepatocellular carcinoma (HCC) using computer-aided diagnosis (CAD) and a physician review.

MATERIALS AND METHODS

Sixty-seven treatment-naïve HCC patients treated with transcatheter arterial chemoembolization and radiotherapy (RT) were included for the study. Portal phase of simulation CT images was used for CAD analysis and a physician review for lung nodule detection. For automated nodule detection, a commercially available CAD system was used. To assess the performance of lung nodule detection for lung metastasis, the sensitivity, negative predictive value (NPV), and positive predictive value (PPV) were calculated.

RESULTS

Forty-six patients had incidental nodules detected by CAD with a total of 109 nodules. Only 20 (18.3%) nodules were considered to be significant nodules by a physician review. The number of significant nodules detected by both of CAD or a physician review was 24 in 9 patients. Lung metastases developed in 11 of 46 patients who had any type of nodule. The sensitivities were 58.3% and 100% based on patient number and on the number of nodules, respectively. The NPVs were 91.4% and 100%, respectively. And the PPVs were 77.8% and 91.7%, respectively.

CONCLUSION

Incidental detection of metastatic nodules was not an uncommon event. From our study, CAD could be applied to CT simulation images allowing for an increase in detection of metastatic nodules.

摘要

目的

利用计算机辅助诊断(CAD)和医生阅片,研究在肝细胞癌(HCC)的计算机断层扫描(CT)模拟图像上检测到的偶然发现的肺结节的频率及临床意义。

材料与方法

纳入67例未经治疗的接受经动脉化疗栓塞和放射治疗(RT)的HCC患者进行研究。模拟CT图像的门静脉期用于CAD分析和医生对肺结节的检测阅片。对于自动结节检测,使用了市售的CAD系统。为评估肺结节检测对肺转移的性能,计算了敏感度、阴性预测值(NPV)和阳性预测值(PPV)。

结果

46例患者经CAD检测到偶然结节,共109个结节。经医生阅片,仅20个(18.3%)结节被认为是有意义的结节。CAD或医生阅片检测到的有意义结节数量为9例患者中的24个。46例有任何类型结节的患者中有11例发生了肺转移。基于患者数量和结节数量的敏感度分别为58.3%和100%。NPV分别为91.4%和100%。PPV分别为77.8%和91.7%。

结论

偶然检测到转移性结节并非罕见事件。从我们的研究来看,CAD可应用于CT模拟图像,从而增加转移性结节的检测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/44560ef1dbe6/roj-32-116-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/0206b07872ce/roj-32-116-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/ae2e0b5714ea/roj-32-116-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/700e3098ecad/roj-32-116-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/dbafbc162be5/roj-32-116-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/38f79d1c4f67/roj-32-116-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/44560ef1dbe6/roj-32-116-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/0206b07872ce/roj-32-116-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/ae2e0b5714ea/roj-32-116-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/700e3098ecad/roj-32-116-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/dbafbc162be5/roj-32-116-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/38f79d1c4f67/roj-32-116-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c942/4194293/44560ef1dbe6/roj-32-116-g006.jpg

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