Individualized Prediction of Early Post-Treatment Mortality Risk in Stage I Non-Small Cell Lung Cancer: A Machine Learning-Based Approach

被引:0
|
作者
Li, R. [1 ]
Shinde, A. [1 ]
Liu, A. [1 ]
Amini, A. [2 ]
机构
[1] City Hope Natl Med Ctr, Dept Radiat Oncol, 1500 E Duarte Rd, Duarte, CA 91010 USA
[2] City Hope Natl Med Ctr, 1500 E Duarte Rd, Duarte, CA 91010 USA
关键词
D O I
10.1016/j.ijrobp.2019.06.2172
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
2306
引用
收藏
页码:E135 / E136
页数:2
相关论文
共 50 条
  • [31] Surgery for early stage non-small cell lung cancer
    Feins, RH
    [J]. SEMINARS IN ONCOLOGY, 1997, 24 (04) : 419 - 422
  • [32] Hypofractionation in Early Stage Non-Small Cell Lung Cancer
    Wrona, Anna
    Mornex, Francoise
    [J]. SEMINARS IN RADIATION ONCOLOGY, 2021, 31 (02) : 97 - 104
  • [33] Surgery for early stage non-small cell lung cancer
    Manser, R
    Wright, G
    Hart, D
    Byrnes, G
    Campbell, DA
    [J]. COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2005, (01):
  • [34] Radiation Therapy for Early Stage (I/II) Non-Small Cell Lung Cancer
    Jeremic, Branislav
    Casas, Francesc
    Wang, Luhua
    Perin, Branislav
    [J]. CONTROVERSIES IN TREATMENT OF LUNG CANCER, 2010, 42 : 87 - 93
  • [35] Prediction of pathologic stage in non-small cell lung cancer using machine learning algorithm based on CT image feature analysis
    Lingming Yu
    Guangyu Tao
    Lei Zhu
    Gang Wang
    Ziming Li
    Jianding Ye
    Qunhui Chen
    [J]. BMC Cancer, 19
  • [36] Prediction of pathologic stage in non-small cell lung cancer using machine learning algorithm based on CT image feature analysis
    Yu, Lingming
    Tao, Guangyu
    Zhu, Lei
    Wang, Gang
    Li, Ziming
    Yi, Jianding
    Chen, Qunhui
    [J]. BMC CANCER, 2019, 19 (1)
  • [37] Stage I non-small cell lung carcinoma: really an early stage?
    Rena, O
    Oliaro, A
    Cavallo, A
    Filosso, PL
    Donati, G
    Di Marzio, P
    Maggi, G
    Ruffini, E
    [J]. EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 2002, 21 (03) : 514 - 519
  • [38] Risk Factors in Patients with Pathological Stage I Non-Small Cell Lung Cancer
    Tokunaga, Yoshimasa
    Okamoto, Taku
    Chang, Sung Soo
    [J]. JOURNAL OF THORACIC ONCOLOGY, 2017, 12 (01) : S662 - S662
  • [39] Recurrence Risk Factors Analysis for Stage I Non-small Cell Lung Cancer
    Wu, Ching-Feng
    Fu, Jui-Ying
    Yeh, Chi-Ju
    Liu, Yun-Hen
    Hsieh, Ming-Ju
    Wu, Yi-Cheng
    Wu, Ching-Yang
    Tsai, Ying-Huang
    Chou, Wen-Chi
    [J]. MEDICINE, 2015, 94 (32)
  • [40] Preoperative Prediction of Lymph Node Metastasis in Patients With Early-T-Stage Non-small Cell Lung Cancer by Machine Learning Algorithms
    Wu, Yijun
    Liu, Jianghao
    Han, Chang
    Liu, Xinyu
    Chong, Yuming
    Wang, Zhile
    Gong, Liang
    Zhang, Jiaqi
    Gao, Xuehan
    Guo, Chao
    Liang, Naixin
    Li, Shanqing
    [J]. FRONTIERS IN ONCOLOGY, 2020, 10