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Stage-Specific PET Radiomic Prediction Model for the Histological Subtype Classification of Non-Small-Cell Lung Cancer

机译：非小细胞肺癌组织学亚型分类的阶段特异性宠物辐射辐射型预测模型

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摘要

To investigate the impact of staging on differences in glucose metabolic heterogeneity between lung adenocarcinoma (ADC) and squamous cell carcinoma (SCC) by 18F-fluorodeoxyglucose positron emission tomography (18F-FDG PET) textural analysis and to develop a stage-specific PET radiomic prediction model to distinguish lung ADC from SCC.

机译：研究肺腺癌（ADC）和鳞状细胞癌（SCC）之间葡萄糖代谢异质性差异的影响18F-氟脱氧葡萄糖正电子发射断层扫描（18F-FDG PET）纹理分析并开发特定阶段特异性宠物辐射菌预测模型与SCC区分肺部ADC。

著录项

期刊名称 Cancer Management and Research
作者
Yanlei Ji; Qingtao Qiu; Jing Fu; Kai Cui; Xia Chen; Ligang Xing; Xiaorong Sun;
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作者单位

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年(卷),期 2021(-1),-1
年度 2021
页码 -1
总页数 11
原文格式 PDF
正文语种
中图分类肿瘤学;
关键词
non-small-cell lung cancer; positron emission tomography; PET; textural analysis; heterogeneity; staging;

机译：非小细胞肺癌;正电子发射断层扫描;宠物;纹理分析;异质性;分期;

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1. Elaboration of a multimodal MRI-based radiomics signature for the preoperative prediction of the histological subtype in patients with non-small-cell lung cancer [J] . Xing Tang, Xiaopan Xu, Zhiping Han, BioMedical Engineering OnLine . 2020,第1期

机译：阐述非小细胞肺癌患者组织学亚型的术前预测的多峰MRI基质签名
2. Histology Classification in Early-Stage Non-Small-Cell Lung Cancers Using Radiomic Features [J] . Haga A., Takahashi W., Aoki S., Medical Physics . 2018,第6期

机译：使用射致菌特征的早期非小细胞肺癌的组织学分类
3. Radiomics for Classification of Lung Cancer Histological Subtypes Based on Nonenhanced Computed Tomography [J] . E Linning, Lu Lin, Li Li, Academic radiology . 2019,第9期

机译：基于非兴奋计算断层扫描的肺癌组织学亚型分类的辐射瘤
4. Radiomic Features Selection From PET/CT Images for the Adenocarcinoma Histologic Subtype Identification in Non-small CeE Lung Cancer [C] . Marcos Antonio Dias Lima, Carlos Frederico Vasconcelos Motta, Antonio Mauricio F. L Miranda de Sa Brazilian Congress on Biomedical Engineering . 2019

机译：从PET / CT图像中选择的辐射瘤特征在非小型CEE肺癌中的腺癌组织学亚型鉴定
5. Pre-Treatment Radiomics Models for Clinical Outcomes in Early-Stage Non-Small Cell Lung Cancer (NSCLC) [D] . Shaffer, Nathan Allen. 2021

机译：早期非小细胞肺癌临床结果的预处理辐射瘤模型（NSCLC）
6. Elaboration of a multimodal MRI-based radiomics signature for the preoperative prediction of the histological subtype in patients with non-small-cell lung cancer [O] . Xing Tang, Xiaopan Xu, Zhiping Han, 2020

机译：精心设计的基于多模式MRI的放射学特征可在术前预测非小细胞肺癌患者的组织学亚型
7. Identifying the histologic subtypes of non-small cell lung cancer with computed tomography imaging: a comparative study of capsule net, convolutional neural network, and radiomics [O] . Han Liu, Zhicheng Jiao, Wenjuan Han, 2021

机译：用计算机断层扫描成像鉴定非小细胞肺癌的组织学亚型：胶囊净，卷积神经网络和辐射瘤的比较研究

Stage-Specific PET Radiomic Prediction Model for the Histological Subtype Classification of Non-Small-Cell Lung Cancer

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