Delta radiomics analysis for prediction of intermediary- and high-risk factors for patients with locally advanced cervical cancer receiving neoadjuvant therapy

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成果类型：

期刊论文

作者：

Wu, Rong-Rong;Zhou, Yi-Min;Xie, Xing-Yun;Chen, Jin-Yang;Quan, Ke-Run;...

通讯作者：

Chen, WJ

作者机构：

[Chen, Wen-Juan; Wei, Yu-Ting; Xie, Xing-Yun; Wu, Rong-Rong; Xia, Xiao-Yi] Fujian Canc Hosp, Clin Oncol Sch Fujian Med Univ, Dept Radiat Oncol, Dept Gynecol, Fuzhou, Peoples R China.

[Zhou, Yi-Min] Univ South China, Sch Nucl Sci & Technol, Hengyang, Peoples R China.

[Chen, Jin-Yang] Fujian Normal Univ, Coll Comp & Cyber Secur, Fuzhou, Peoples R China.

[Quan, Ke-Run] Xiangtan City Cent Hosp Xiangtan, Dept Radiat Oncol, Hengyang, Peoples R China.

通讯机构：

[Chen, WJ ] F

Fujian Canc Hosp, Clin Oncol Sch Fujian Med Univ, Dept Radiat Oncol, Dept Gynecol, Fuzhou, Peoples R China.

语种：

英文

期刊：

Scientific Reports

ISSN：

2045-2322

年：

2023

卷：

期：

页码：

19409

DOI：

10.1038/s41598-023-46621-y

基金类别：

This work was supported by Nature Science Foundation of Fujian Provincial (Grant No. 2020J011122), and also supported by Fujian Provincial Health Technology Project (Grant No: 2017-CX-8 and 2021CXA031), Fujian Provincial Clinical Research Center for Cancer Radiotherapy Immunotherapy (Grant No. 2020Y2012).

机构署名：

本校为其他机构

院系归属：

核科学技术学院

摘要：

This study aimed to assess the feasibility of using magnetic resonance imaging (MRI)-based Delta radiomics characteristics extrapolated from the Ax LAVA + C series to identify intermediary- and high-risk factors in patients with cervical cancer undergoing surgery following neoadjuvant chemoradiotherapy. A total of 157 patients were divided into two groups: those without any intermediary- or high-risk factors and those with one intermediary-risk factor (negative group; n = 75). Those with any high-risk factor or more than one intermediary-ri...

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Delta radiomics analysis for prediction of intermediary- and high-risk factors for patients with locally advanced cervical cancer receiving neoadjuvant therapy

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