Prediction of lung cancer using gene expression and deep learning with KL divergence gene selection

被引：0
|
作者：
Suli Liu
Wu Yao
机构：
[1] Zhengzhou University,College of Public Health
来源：
BMC Bioinformatics | / 23卷
关键词：
KL divergence; Gene selection; Imbalanced data; Focal loss; Deep learning; Lung cancer prediction;
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] Prediction of lung cancer using gene expression and deep learning with KL divergence gene selection
    Liu, Suli
    Yao, Wu
    BMC BIOINFORMATICS, 2022, 23 (01)
  • [2] Optimized gene selection and classification of cancer from microarray gene expression data using deep learning
    Shah, Shamveel Hussain
    Iqbal, Muhammad Javed
    Ahmad, Iftikhar
    Khan, Suleman
    Rodrigues, Joel J. P. C.
    NEURAL COMPUTING & APPLICATIONS, 2020,
  • [3] Lung cancer classification based on enhanced deep learning using gene expression data
    Yuvaraj V.
    Maheswari D.
    Measurement: Sensors, 2023, 30
  • [4] DeepGx: Deep Learning Using Gene Expression for Cancer Classification
    de Guia, Joseph M.
    Devaraj, Madhavi
    Leung, Carson K.
    PROCEEDINGS OF THE 2019 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2019), 2019, : 913 - 920
  • [5] Prediction of gene mutation in lung cancer based on deep learning and histomorphology analysis
    Wang, Quan
    Shen, Qin
    Zhang, Zelin
    Cai, Chengfei
    Lu, Haoda
    Zhou, Xiaojun
    Xu, Jun
    Shengwu Yixue Gongchengxue Zazhi/Journal of Biomedical Engineering, 2020, 37 (01): : 10 - 18
  • [6] Prediction of lung cancer metastasis by gene expression
    Cheng, Nitao
    Liu, Junliang
    Chen, Chen
    Zheng, Tang
    Li, Changsheng
    Huang, Jingyu
    COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 153
  • [7] Assessment of deep learning and transfer learning for cancer prediction based on gene expression data
    Hanczar, Blaise
    Bourgeais, Victoria
    Zehraoui, Farida
    BMC BIOINFORMATICS, 2022, 23 (01)
  • [8] Assessment of deep learning and transfer learning for cancer prediction based on gene expression data
    Blaise Hanczar
    Victoria Bourgeais
    Farida Zehraoui
    BMC Bioinformatics, 23
  • [9] Feature Selection with Ensemble Learning for Prostate Cancer Prediction from Gene Expression
    Abass, Yusuf Aleshinloye
    Adeshina, Steve A.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2021, 21 (12): : 526 - 538
  • [10] Deep learning using histological images for gene mutation prediction in lung cancer: a multicentre retrospective study
    Zhao, Yu
    Xiong, Shan
    Ren, Qin
    Wang, Jun
    Li, Min
    Yang, Lin
    Wu, Di
    Tang, Kejing
    Pan, Xiaojie
    Chen, Fengxia
    Wang, Wenxiang
    Jin, Shi
    Liu, Xianling
    Lin, Gen
    Yao, Wenxiu
    Cai, Linbo
    Yang, Yi
    Liu, Jixian
    Wu, Jingxun
    Fu, Wenfan
    Sun, Kai
    Li, Feng
    Cheng, Bo
    Zhan, Shuting
    Wang, Haixuan
    Yu, Ziwen
    Liu, Xiwen
    Zhong, Ran
    Wang, Huiting
    He, Ping
    Zheng, Yongmei
    Liang, Peng
    Chen, Longfei
    Hou, Ting
    Huang, Junzhou
    He, Bing
    Song, Jiangning
    Wu, Lin
    Hu, Chengping
    He, Jianxing
    Yao, Jianhua
    Liang, Wenhua
    LANCET ONCOLOGY, 2025, 26 (01): : 136 - 146
12345