Applications of Machine Learning in Genomics and Systems Biology

被引:7
|
作者
Liu, Chunmei [1 ]
Che, Dongsheng [2 ]
Liu, Xumin [3 ]
Song, Yinglei [4 ]
机构
[1] Howard Univ, Dept Syst & Comp Sci, Washington, DC 20059 USA
[2] E Stroudsburg Univ, Dept Comp Sci, E Stroudsburg, PA 18301 USA
[3] Rochester Inst Technol, Dept Comp Sci, Rochester, NY 14623 USA
[4] Univ Maryland Princess Anne, Dept Math & Comp Sci, Eastern Shore, MD 21853 USA
关键词
D O I
10.1155/2013/587492
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
引用
收藏
页数:1
相关论文
共 50 条
  • [1] Machine learning applications in genetics and genomics
    Maxwell W. Libbrecht
    William Stafford Noble
    Nature Reviews Genetics, 2015, 16 : 321 - 332
  • [2] Machine learning applications in genetics and genomics
    Libbrecht, Maxwell W.
    Noble, William Stafford
    NATURE REVIEWS GENETICS, 2015, 16 (06) : 321 - 332
  • [3] Machine Learning in Systems Biology
    Florence d'Alché-Buc
    Louis Wehenkel
    BMC Proceedings, 2 (Suppl 4)
  • [4] Machine learning for systems biology
    Muggleton, SH
    INDUCTIVE LOGIC PROGRAMMING, PROCEEDINGS, 2005, 3625 : 416 - 423
  • [5] Machine learning and its applications to biology
    Tarca, Adi L.
    Carey, Vincent J.
    Chen, Xue-Wen
    Romero, Roberto
    Draghici, Sorin
    PLOS COMPUTATIONAL BIOLOGY, 2007, 3 (06) : 953 - 963
  • [6] Machine learning applications for therapeutic tasks with genomics data
    Huang, Kexin
    Xiao, Cao
    Glass, Lucas M.
    Critchlow, Cathy W.
    Gibson, Greg
    Sun, Jimeng
    PATTERNS, 2021, 2 (10):
  • [7] Integrative analysis and machine learning on cancer genomics data using the Cancer Systems Biology Database (CancerSysDB)
    Rasmus Krempel
    Pranav Kulkarni
    Annie Yim
    Ulrich Lang
    Bianca Habermann
    Peter Frommolt
    BMC Bioinformatics, 19
  • [8] Integrative analysis and machine learning on cancer genomics data using the Cancer Systems Biology Database (CancerSysDB)
    Krempel, Rasmus
    Kulkarni, Pranav
    Yim, Annie
    Lang, Ulrich
    Habermann, Bianca
    Frommolt, Peter
    BMC BIOINFORMATICS, 2018, 19
  • [9] Machine learning for synthetic biology: Methods and applications
    Hu, Ruyun
    Zhang, Songya
    Meng, Hailin
    Yu, Han
    Zhang, Jianzhi
    Luo, Xiaozhou
    Si, Tong
    Liu, Chenli
    Qiao, Yu
    CHINESE SCIENCE BULLETIN-CHINESE, 2021, 66 (03): : 284 - 299
  • [10] Machine learning and its applications for plasmonics in biology
    Moon, Gwiyeong
    Lee, Jongha
    Lee, Hyunwoong
    Yoo, Hajun
    Ko, Kwanhwi
    Im, Seongmin
    Kim, Donghyun
    CELL REPORTS PHYSICAL SCIENCE, 2022, 3 (09):