Impact of feature selection methods and subgroup factors on prognostic analysis with CT-based radiomics in non-small cell lung cancer patients

被引：0
|
作者：
Yuto Sugai
Noriyuki Kadoya
Shohei Tanaka
Shunpei Tanabe
Mariko Umeda
Takaya Yamamoto
Kazuya Takeda
Suguru Dobashi
Haruna Ohashi
Ken Takeda
Keiichi Jingu
机构：
[1] Tohoku University Graduate School of Medicine,Department of Radiation Oncology
[2] Tohoku University,Department of Radiological Technology, School of Health Sciences, Faculty of Medicine
来源：
Radiation Oncology | / 16卷
关键词：
Radiomics; Prognosis prediction; Feature selection; Subgroup analysis; Lung cancer;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Impact of feature selection methods and subgroup factors on prognostic analysis with CT-based radiomics in non-small cell lung cancer patients
    Sugai, Yuto
    Kadoya, Noriyuki
    Tanaka, Shohei
    Tanabe, Shunpei
    Umeda, Mariko
    Yamamoto, Takaya
    Takeda, Kazuya
    Dobashi, Suguru
    Ohashi, Haruna
    Takeda, Ken
    Jingu, Keiichi
    [J]. RADIATION ONCOLOGY, 2021, 16 (01)
  • [2] A CT-based radiomics analysis for clinical staging of non-small cell lung cancer
    何兰
    [J]. China Medical Abstracts (Internal Medicine), 2018, 35 (01) : 1 - 2
  • [3] Prognostic Analysis Method for Non-small Cell Lung Cancer Based on CT Radiomics
    Wang, Xu
    Duan, Hui-Hong
    Nie, Sheng-Dong
    [J]. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2020, 48 (04): : 637 - 642
  • [4] CT-Based Radiomics Analysis of Non-Small Cell Lung Cancer Patients Treated with Stereotactic Body Radiation Therapy
    Huynh, E.
    Coroller, T.
    Narayan, V.
    Agrawal, V.
    Hou, Y.
    Romano, J.
    Franco, I.
    Mak, R.
    Aerts, H.
    [J]. MEDICAL PHYSICS, 2016, 43 (06) : 3385 - 3385
  • [5] A distributed feature selection pipeline for survival analysis using radiomics in non-small cell lung cancer patients
    Gottardelli, Benedetta
    Gouthamchand, Varsha
    Masciocchi, Carlotta
    Boldrini, Luca
    Martino, Antonella
    Mazzarella, Ciro
    Massaccesi, Mariangela
    Monshouwer, Rene
    Findhammer, Jeroen
    Wee, Leonard
    Dekker, Andre
    Gambacorta, Maria Antonietta
    Damiani, Andrea
    [J]. SCIENTIFIC REPORTS, 2024, 14 (01):
  • [6] CT-based radiomics in predicting pathological response in non-small cell lung cancer patients receiving neoadjuvant immunotherapy
    Lin, Qian
    Wu, Hai Jun
    Song, Qi Shi
    Tang, Yu Kai
    [J]. FRONTIERS IN ONCOLOGY, 2022, 12
  • [7] A comparison of feature selection methods for the development of a prognostic radiogenomic biomarker in Non-Small Cell Lung Cancer patients
    Singh, Apurva
    Holzl, Florian A.
    Katz, Sharyn
    Kontos, Despina
    [J]. MEDICAL IMAGING 2022: COMPUTER-AIDED DIAGNOSIS, 2022, 12033
  • [8] CT-Based Radiomics Histology Analysis of Stereotactic Ablative Radiation Therapy Patients with Early-Stage Non-small Cell Lung Cancer
    Takahashi, W.
    Aoki, S.
    Yamashita, H.
    Ogita, M.
    Nakagawa, K.
    Haga, A.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2017, 99 (02): : E726 - E726
  • [9] Prognostic factors for patients with non-small cell lung cancer
    Rosvold, E
    [J]. CURRENT PROBLEMS IN CANCER, 1996, 20 (04) : 272 - 278
  • [10] A prognostic analysis method for non-small cell lung cancer based on the computed tomography radiomics
    Wang, Xu
    Duan, Huihong
    Li, Xiaobing
    Ye, Xiaodan
    Huang, Gang
    Nie, Shengdong
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2020, 65 (04):
12345