Analysis of lung cancer methylome data by NMF with sparse regularization using a toxicogenomics database

被引:0
|
作者
Takasawa, Ken [1 ,2 ]
Hamamoto, Ryuji [1 ,2 ,3 ]
机构
[1] RIKEN Ctr, AIP Project, Canc Transl Res Team, Saitama, Japan
[2] Natl Canc Ctr, Div Med AI Res Dev, Tokyo, Japan
[3] Tokyo Med Dent Univ, NCC Canc Sci, Tokyo, Japan
关键词
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
P-1095
引用
收藏
页码:353 / 353
页数:1
相关论文
共 50 条
  • [1] Potential of methPLIER, an analysis method using NMF with sparse regularization, for inter-platform data analysis.
    Takasawa, Ken
    Hamamoto, Ryuji
    CANCER SCIENCE, 2022, 113 : 505 - 505
  • [2] Orthogonal joint sparse NMF for microarray data analysis
    Flavia Esposito
    Nicolas Gillis
    Nicoletta Del Buono
    Journal of Mathematical Biology, 2019, 79 : 223 - 247
  • [3] Orthogonal joint sparse NMF for microarray data analysis
    Esposito, Flavia
    Gillis, Nicolas
    Del Buono, Nicoletta
    JOURNAL OF MATHEMATICAL BIOLOGY, 2019, 79 (01) : 223 - 247
  • [4] Robust automatic data decomposition using a modified sparse NMF
    Samko, Oksana
    Rosin, Paul L.
    Marshall, A. Dave
    COMPUTER VISION/COMPUTER GRAPHICS COLLABORATION TECHNIQUES, 2007, 4418 : 225 - +
  • [5] Gene set-level network analysis using a toxicogenomics database
    Kiyosawa, Naoki
    Manabe, Sunao
    Sanbuissho, Atsushi
    Yamoto, Takashi
    GENOMICS, 2010, 96 (01) : 39 - 49
  • [6] Regularization of multidimensional sparse seismic data using Delaunay tessellation
    Yeeh, Zeu
    Song, Youngseok
    Byun, Joongmoo
    Seol, Soon-Jee
    Kim, Ki-Young
    JOURNAL OF APPLIED GEOPHYSICS, 2020, 174
  • [7] Data regularization using Gaussian beams decomposition and sparse norms
    Wang, Yanfei
    Liu, Peng
    Li, Zhenhua
    Sun, Tao
    Yang, Changchun
    Zheng, Qingsheng
    JOURNAL OF INVERSE AND ILL-POSED PROBLEMS, 2013, 21 (01): : 1 - 23
  • [8] Analysis of the ToxCast Chemical-Assay Space Using the Comparative Toxicogenomics Database
    Hu, Bingjie
    Gifford, Eric
    Wang, Huijun
    Bailey, Wendy
    Johnson, Timothy
    CHEMICAL RESEARCH IN TOXICOLOGY, 2015, 28 (11) : 2210 - 2223
  • [9] Clinical biopsychosocial risk factors for depression in lung cancer patients: a comprehensive analysis using data from the Lung Cancer Database Project
    Shimizu, K.
    Nakaya, N.
    Saito-Nakaya, K.
    Akechi, T.
    Yamada, Y.
    Fujimori, M.
    Ogawa, A.
    Fujisawa, D.
    Goto, K.
    Iwasaki, M.
    Tsugane, S.
    Uchitomi, Y.
    ANNALS OF ONCOLOGY, 2012, 23 (08) : 1973 - 1979
  • [10] An Additive Sparse Logistic Regularization Method for Cancer Classification in Microarray Data
    Gollamandala, Vijay Suresh
    Kampa, Lavanya
    INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2021, 18 (02) : 214 - 220