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Predicting the recurrence risk of pancreatic neuroendocrine neoplasms after radical resection using deep learning radiomics with preoperative computed tomography images

机译：用术前计算断层扫描图像使用深度学习辐射术后自由基切除术后胰腺神经内分泌肿瘤的复发风险

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期刊名称 Annals of Translational Medicine
作者
Chenyu Song; Mingyu Wang; Yanji Luo; Jie Chen; Zhenpeng Peng; Yangdi Wang; Hongyuan Zhang; Zi-Ping Li; Jingxian Shen; Bingsheng Huang; Shi-Ting Feng;
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年(卷),期 2021(9),10
年度 2021
页码 833
总页数 13
原文格式 PDF
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机译：胰腺神经内分泌肿瘤（PNENS）;深度学习辐射瘤（DLR）;生存分析;

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专利

1. Preoperative Prediction of Pancreatic Neuroendocrine Neoplasms Grading Based on Enhanced Computed Tomography Imaging: Validation of Deep Learning with a Convolutional Neural Network [J] . Neuroendocrinology: International Journal for Basic and Clinical Studies on Neuroendocrine Relationships . 2020 ,第5期

机译：基于增强计算断层扫描成像的胰腺神经内分泌肿瘤分级的术前预测：卷积神经网络的深度学习验证
2. Preoperative 18(F)-fluorodeoxyglucose positron emission tomography/computed tomography predicts early recurrence after pancreatic cancer resection. [J] . Okamoto K, Koyama I, Miyazawa M, International journal of clinical oncology . 2011 ,第1期

机译：术前18（F）-氟脱氧葡萄糖正电子发射断层扫描/计算机断层扫描可预测胰腺癌切除后的早期复发。
3. Preoperative 18[F]-fluorodeoxyglucose positron emission tomography/computed tomography predicts early recurrence after pancreatic cancer resection [J] . Kojun Okamoto, Isamu Koyama, Mitsuo Miyazawa, International Journal of Clinical Oncology . 2011 ,第1期

机译：术前18 [F]-氟脱氧葡萄糖正电子发射断层扫描/计算机断层扫描可预测胰腺癌切除术后的早期复发
4. A combined radiomics and cyst fluid inflammatory markers model to predict preoperative risk in pancreatic cystic lesions [C] . Travis L. Williams, Kate A. Harrington, Sharon A. Lawrence, Conference on Medical Imaging: Image-Guided Procedures, Robotic Interventions, and Modeling . 2020

机译：放射线和囊肿液炎症标志物组合模型可预测胰腺囊性病变的术前风险
5. Profiling the Tumour Immune Microenvironment in Pancreatic Neuroendocrine Neoplasms with Multispectral Imaging Indicates Distinct Subpopulation Characteristics Concordant with WHO 2017 Classification [D] . Takahashi Daigoro, 高橋大五郎 2019

机译：用多光谱成像分析胰腺神经内分泌肿瘤的肿瘤免疫微环境表明符合WHO 2017分类的不同亚群特征
6. Predicting Metastasis Risk in Pancreatic Neuroendocrine Tumors Using Deep Learning Image Analysis [O] . Sergey Klimov, Yue Xue, Arkadiusz Gertych, 2020

机译：深入学习图像分析预测胰腺神经内分泌肿瘤的转移风险
7. Preoperative Prediction of Pancreatic Neuroendocrine Neoplasms Grading Based on Enhanced Computed Tomography Imaging: Validation of Deep Learning with a Convolutional Neural Network [O] . Yanji Luo, Xin Chen, Jie Chen, 2019

机译：基于增强计算断层扫描成像的胰腺神经内分泌肿瘤分级的术前预测：卷积神经网络验证深度学习

Predicting the recurrence risk of pancreatic neuroendocrine neoplasms after radical resection using deep learning radiomics with preoperative computed tomography images

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