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Using CT texture analysis to differentiate between peripheral lung cancer and pulmonary inflammatory pseudotumor

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成果类型:
期刊论文
作者:
Liu, Chenlu;Ma, Changsheng;Duan, Jinghao;Qiu, Qingtao;Guo, Yanluan;...
通讯作者:
Yin, Yong
作者机构:
[Zhang, Zhenhua; Liu, Chenlu] Univ South China, Sch Nucl Sci & Technol, Hengyang 421001, Peoples R China.
[Qiu, Qingtao; Yin, Yong; Liu, Chenlu; Duan, Jinghao; Ma, Changsheng] Shandong First Med Univ & Shandong Acad Med Sci, Shandong Canc Hosp & Inst, Dept Radiotherapy, Jinan 250117, Shandong, Peoples R China.
[Guo, Yanluan] Shandong First Med Univ & Shandong Acad Med Sci, Shandong Canc Hosp & Inst, Dept Med Imaging, Jinan 250117, Shandong, Peoples R China.
通讯机构:
[Yin, Yong] S
Shandong First Med Univ & Shandong Acad Med Sci, Shandong Canc Hosp & Inst, Dept Radiotherapy, Jinan 250117, Shandong, Peoples R China.
语种:
英文
关键词:
Radiomics features;Peripheral lung cancer;PET/CT;Pulmonary inflammatory pseudotumor
期刊:
BMC Medical Imaging
ISSN:
1471-2342
年:
2020
卷:
20
期:
1
页码:
1-10
基金类别:
This work is supported by the National Nature Science Foundation of China (Grant Number: 81974467), Natural Science Foundation of Shandong Province (Grant Number: ZR2019MH136) and Key Research and Development Project of Shandong Province (Grant Number: 2018GSF118006). National Nature Science Foundation of China and Natural Science Foundation of Shandong Province had a role in the design of the study, collection, analysis, and interpretation of data. Key Research and Development Project of Shandong Province contributed in acquisition and writing the manuscript.
机构署名:
本校为第一机构
院系归属:
核科学技术学院
摘要:
This study is to distinguish peripheral lung cancer and pulmonary inflammatory pseudotumor using CT-radiomics features extracted from PET/CT images. In this study, the standard 18F-fluorodeoxyglucose positron emission tomography/ computed tomography (18 F-FDG PET/CT) images of 21 patients with pulmonary inflammatory pseudotumor (PIPT) and 21 patients with peripheral lung cancer were retrospectively collected. The dataset was used to extract CT-radiomics features from regions of interest (ROI), The intra-class correlation coefficient (ICC) was ...

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