Preoperative predicting invasiveness of lung adenocarcinoma manifesting as ground-glass nodules based on multimodal images of dual-layer spectral detector CT radiomics models

被引:0
|
作者
Yue Chang
Hanqi Xing
Yi Shang
Yuanqing Liu
Lefan Yu
Hui Dai
机构
[1] The First Affiliated Hospital of Soochow University,Department of Radiology
[2] Soochow University,Institute of Medical Imaging
[3] Suzhou Key Laboratory of Intelligent Medicine and Equipment,undefined
关键词
Lung adenocarcinoma; Dual-layer spectral detector CT; Radiomics; Machine learning;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:15425 / 15438
页数:13
相关论文
共 50 条
  • [31] Radiomics-based analysis of CT imaging for the preoperative prediction of invasiveness in pure ground-glass nodule lung adenocarcinomas
    Feng, Hui
    Shi, Gaofeng
    Xu, Qian
    Ren, Jialiang
    Wang, Lijia
    Cai, Xiaojia
    INSIGHTS INTO IMAGING, 2023, 14 (01)
  • [32] A Multi-Classification Model for Predicting the Invasiveness of Lung Adenocarcinoma Presenting as Pure Ground-Glass Nodules
    Song, Fan
    Song, Lan
    Xing, Tongtong
    Feng, Youdan
    Song, Xiao
    Zhang, Peng
    Zhang, Tianyi
    Zhu, Zhenchen
    Song, Wei
    Zhang, Guanglei
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [33] Dual-layer spectral detector CT: A noninvasive preoperative tool for predicting histopathological differentiation in pancreatic ductal adenocarcinoma
    Liu, Wei
    Xie, Tiansong
    Chen, Lei
    Tang, Wei
    Zhang, Zehua
    Wang, Yu
    Deng, Weiwei
    Xie, Xuebin
    Zhou, Zhengrong
    EUROPEAN JOURNAL OF RADIOLOGY, 2024, 173
  • [34] Spectral Dual-Layer Computed Tomography Can Predict the Invasiveness of Ground-Glass Nodules: A Diagnostic Model Combined with Thymidine Kinase-1
    Wang, Tong
    Yue, Yong
    Fan, Zheng
    Jia, Zheng
    Yu, Xiuze
    Liu, Chen
    Hou, Yang
    JOURNAL OF CLINICAL MEDICINE, 2023, 12 (03)
  • [35] Radiomics based on dual-layer spectral detector CT for predicting EGFR mutation status in non-small cell lung cancer
    Jin, Dan
    Ni, Xiaoqiong
    Tan, Yanhuan
    Yin, Hongkun
    Fan, Guohua
    JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2025, 26 (02):
  • [36] Prediction of the Invasiveness of Ground-Glass Nodules in Lung Adenocarcinoma by Radiomics Analysis Using High-Resolution Computed Tomography Imaging
    Zhang, Tianqi
    Li, Xiuling
    Liu, Jianhua
    CANCER CONTROL, 2022, 29
  • [37] Prediction of the Invasiveness of Ground-Glass Nodules in Lung Adenocarcinoma by Radiomics Analysis Using High-Resolution Computed Tomography Imaging
    Zhang, Tianqi
    Li, Xiuling
    Liu, Jianhua
    CANCER CONTROL, 2022, 29
  • [38] Prediction of the Invasiveness of Ground-Glass Nodules in Lung Adenocarcinoma by Radiomics Analysis Using High-Resolution Computed Tomography Imaging
    Zhang, Tianqi
    Li, Xiuling
    Liu, Jianhua
    CANCER CONTROL, 2022, 29
  • [40] Differentiating the Invasiveness of Lung Adenocarcinoma Manifesting as Ground Glass Nodules: Combination of Dual-energy CT Parameters and Quantitative-semantic Features
    Chen, Mingwang
    Ding, Li
    Deng, Shuting
    Li, Jingxu
    Li, Xiaomei
    Jian, Mingjue
    Xu, Yikai
    Chen, Zhao
    Yan, Chenggong
    ACADEMIC RADIOLOGY, 2024, 31 (07) : 2962 - 2972