医学
边距(机器学习)
正电子发射断层摄影术
乳腺癌
核医学
金标准(测试)
保乳手术
接收机工作特性
放射科
癌症
乳房切除术
内科学
机器学习
计算机科学
作者
Menekse Göker,R. Marcinkowski,Mieke Van Bockstal,Vincent Keereman,Roel Van Holen,Jo Van Dorpe,Stefaan Vandenberghe,Boudewijn Brans,Herman Depypere,Rudy Van den Broecke
标识
DOI:10.1080/00015458.2020.1774163
摘要
Rationale: Positive surgical margins for invasive breast cancer (BC) treated with breast-conserving surgery (BCS) are defined as ink on tumor. The rate of positive margins is approximately 20%, since a time- and cost-effective method for margin assessment is lacking. In this study, we investigated margin status by intra-operative imaging using high-resolution 18 F-fluoro-deoxyglucose (FDG) positron emission tomography (PET) and X-ray computed tomography (CT).Methods: Twenty patients were enrolled and received 4 MBq/kg of FDG prior to surgery. Intra-operative imaging of the specimens was performed by the MOLECUBES β-CUBE (PET) and X-CUBE (CT). Margin status was assessed by three surgeons and compared with an algorithm. The sensitivity and specificity were calculated by using histopathological assessment as a gold standard.Results: A region with high FDG uptake was visualized in all specimens. Automated analysis showed a sensitivity of 90%, a specificity of 60%, and an area under the curve (AUC) of 0.86 after ROC analysis. Margin assessment by the surgeons resulted in a mean sensitivity and specificity of 79% and 72%, respectively.Conclusions: This proof-of-concept study demonstrates that high-resolution FDG-PET/CT can facilitate intra-operative margin assessment during BCS. This technique achieves good sensitivity and specificity and may therefore reduce re-operation rates in the future.
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