PET-guided attention for prediction of microvascular invasion in preoperative hepatocellular carcinoma on PET/CT

被引:0
作者
Zhengjie Ye
Jian Zhang
Nan Wu
Song Chen
Yutao Wang
Zhongfei Yu
Wei Jin
机构
[1] Ningbo University,Faculty of Electrical Engineering and Computer Science
[2] Shanghai University,Affiliated Hospital of Medical School
[3] Shanghai Universal Medical Imaging Diagnostic Center,undefined
[4] Ningbo University,undefined
来源
Annals of Nuclear Medicine | 2023年 / 37卷
关键词
Hepatocellular carcinoma; Deep learning; 18-FDG PET/CT; Microvascular invasion; Attention;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:238 / 245
页数:7
相关论文
共 121 条
[1]  
Hyun S(2018)Preoperative prediction of microvascular invasion of hepatocellular carcinoma using 18F-FDG PET/CT: a multicenter retrospective cohort study Eur J Nucl Med Mol I 720-726
[2]  
Eo JS(2017)A system of classifying microvascular invasion to predict outcome after resection in patients with hepatocellular carcinoma Gastroenterology 137 850-855
[3]  
Song BI(2011)Microvascular invasion is a better predictor of tumor recurrence and overall survival following surgical resection for hepatocellular carcinoma compared to the Milan criteria Ann Surg 254 108-113
[4]  
Lee JW(2006)Accuracy of preoperative prediction of microinvasion of portal vein in hepatocellular carcinoma using superparamagnetic iron oxide-enhanced magnetic resonance imaging and computed tomography during hepatic angiography J Gastroenterol 41 987-995
[5]  
Na SJ(2017)Clinical usefulness of FDG-PET in patients with hepatocellular carcinoma undergoing surgical resection Ann Hepatobiliary Pancreat Surg 21 194-198
[6]  
Hong IK(2021)Radiomics analysis of [18F] FDG PET/CT for microvascular invasion and prognosis prediction in very-early-and early-stage hepatocellular carcinoma Eur J Nucl Med Mol I 2599-2614
[7]  
Roayaie S(2020)Prediction of HCC microvascular invasion with gadobenate-enhanced MRI: correlation with pathology Eur Radiol 30 5327-5336
[8]  
Blume IN(2012)Radiomics: extracting more information from medical images using advanced feature analysis Eur J Cancer 48 441-446
[9]  
Thung SN(2019)Ultrasound-based radiomics score: a potential biomarker for the prediction of microvascular invasion in hepatocellular carcinoma Eur Radiol 29 2890-2901
[10]  
Guido M(2020)Contrast-enhanced CT radiomics for preoperative evaluation of microvascular invasion in hepatocellular carcinoma: a two-center study Clin Transl med 10 121-127