Histologic subtype classification of non-small cell lung cancer using PET/CT images

被引:0
|
作者
Yong Han
Yuan Ma
Zhiyuan Wu
Feng Zhang
Deqiang Zheng
Xiangtong Liu
Lixin Tao
Zhigang Liang
Zhi Yang
Xia Li
Jian Huang
Xiuhua Guo
机构
[1] Capital Medical University,Department of Epidemiology and Health Statistics, School of Public Health
[2] Capital Medical University,Beijing Municipal Key Laboratory of Clinical Epidemiology
[3] Xuanwu Hospital Capital Medical University,Department of Nuclear Medicine
[4] Peking University Cancer Hospital,Key Laboratory of Carcinogenesis and Translational Research, Department of Nuclear Medicine
[5] La Trobe University,Department of Mathematics and Statistics
[6] University College Cork,School of Mathematical Sciences
关键词
Histologic subtype; Positron emission tomography; Non-small cell lung cancer; Machine learning; Radiomics;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:350 / 360
页数:10
相关论文
共 50 条
  • [1] Histologic subtype classification of non-small cell lung cancer using PET/CT images
    Han, Yong
    Ma, Yuan
    Wu, Zhiyuan
    Zhang, Feng
    Zheng, Deqiang
    Liu, Xiangtong
    Tao, Lixin
    Liang, Zhigang
    Yang, Zhi
    Li, Xia
    Huang, Jian
    Guo, Xiuhua
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 48 (02) : 350 - 360
  • [2] Radiomic Features Selection From PET/CT Images for the Adenocarcinoma Histologic Subtype Identification in Non-small Cell Lung Cancer
    Dias Lima, Marcos Antonio
    Vasconcelos Motta, Carlos Frederico
    Miranda de Sa, Antonio Mauricio F. L.
    Ichinose, Roberto Macoto
    XXVI BRAZILIAN CONGRESS ON BIOMEDICAL ENGINEERING, CBEB 2018, VOL. 2, 2019, 70 (02): : 407 - 411
  • [3] Radiomic signature as a diagnostic factor for histologic subtype classification of non-small cell lung cancer
    Xinzhong Zhu
    Di Dong
    Zhendong Chen
    Mengjie Fang
    Liwen Zhang
    Jiangdian Song
    Dongdong Yu
    Yali Zang
    Zhenyu Liu
    Jingyun Shi
    Jie Tian
    European Radiology, 2018, 28 : 2772 - 2778
  • [4] Radiomic signature as a diagnostic factor for histologic subtype classification of non-small cell lung cancer
    Zhu, Xinzhong
    Dong, Di
    Chen, Zhendong
    Fang, Mengjie
    Zhang, Liwen
    Song, Jiangdian
    Yu, Dongdong
    Zang, Yali
    Liu, Zhenyu
    Shi, Jingyun
    Tian, Jie
    EUROPEAN RADIOLOGY, 2018, 28 (07) : 2772 - 2778
  • [5] Fusion and Analysis of PET And CT Images of Patients with Non-Small Cell Lung Cancer
    Ayyildiz, O.
    Yilmaz, B.
    Karacavus, S.
    Kayaalti, O.
    Eset, K.
    Gazeloglu, C.
    Icer, S.
    Kaya, E.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2016, 43 : S498 - S499
  • [6] Molecular profiling of non-small cell lung cancer by histologic subtype.
    Peters, Solange
    Voss, Andreas
    Russell, Kenneth
    Millis, Sherri Z.
    Brambilla, Elisabeth
    JOURNAL OF CLINICAL ONCOLOGY, 2014, 32 (15)
  • [7] Extracting multiscale patterns for classification of non-small cell lung cancer in CT images
    Andres Sandino, Alvaro
    Alvarez Jimenez, Charlems
    Romero, Eduardo
    14TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS, 2018, 10975
  • [8] Staging of Non-Small Cell Lung Cancer Using Integrated PET/CT
    Kligerman, Seth
    Digumarthy, Subba
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2009, 193 (05) : 1203 - 1211
  • [9] CT and PET imaging in non-small cell lung cancer
    Knoepp, UW
    Ravenel, JG
    CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2006, 58 (01) : 15 - 30
  • [10] Machine Learning for Histologic Subtype Classification of Non-Small Cell Lung Cancer: A Retrospective Multicenter Radiomics Study
    Yang, Fengchang
    Chen, Wei
    Wei, Haifeng
    Zhang, Xianru
    Yuan, Shuanghu
    Qiao, Xu
    Chen, Yen-Wei
    FRONTIERS IN ONCOLOGY, 2021, 10