Practical constraints with machine learning in drug discovery

被引:2
|
作者
Baskin, Igor I. [1 ,2 ]
机构
[1] Technion Israel Inst Technol, Dept Mat Sci & Engn, Haifa, Israel
[2] Kazan Fed Univ, Butlerov Inst Chem, Kazan, Russia
关键词
D O I
10.1080/17460441.2021.1887133
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
引用
收藏
页码:929 / 931
页数:3
相关论文
共 50 条
  • [2] Machine Learning in Drug Discovery
    Hochreiter, Sepp
    Klambauer, Guenter
    Rarey, Matthias
    [J]. JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2018, 58 (09) : 1723 - 1724
  • [3] Machine Learning in Drug Discovery
    Klambauer, Guenter
    Hochreiter, Sepp
    Rarey, Matthias
    [J]. JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2019, 59 (03) : 945 - 946
  • [4] Machine learning in preclinical drug discovery
    Catacutan, Denise B.
    Alexander, Jeremie
    Arnold, Autumn
    Stokes, Jonathan M.
    [J]. NATURE CHEMICAL BIOLOGY, 2024, 20 (08) : 960 - 973
  • [5] Machine learning in chemoinformatics and drug discovery
    Lo, Yu-Chen
    Rensi, Stefano E.
    Torng, Wen
    Altman, Russ B.
    [J]. DRUG DISCOVERY TODAY, 2018, 23 (08) : 1538 - 1546
  • [6] Machine Learning in Drug Discovery and Development
    Wale, Nikil
    [J]. DRUG DEVELOPMENT RESEARCH, 2011, 72 (01) : 112 - 119
  • [7] Machine Learning in Drug Discovery: A Review
    Dara, Suresh
    Dhamercherla, Swetha
    Jadav, Surender Singh
    Babu, C. H. Madhu
    Ahsan, Mohamed Jawed
    [J]. ARTIFICIAL INTELLIGENCE REVIEW, 2022, 55 (03) : 1947 - 1999
  • [8] Machine Learning in Drug Discovery: A Review
    Suresh Dara
    Swetha Dhamercherla
    Surender Singh Jadav
    CH Madhu Babu
    Mohamed Jawed Ahsan
    [J]. Artificial Intelligence Review, 2022, 55 : 1947 - 1999
  • [9] Machine Learning Methods in Drug Discovery
    Patel, Lauv
    Shukla, Tripti
    Huang, Xiuzhen
    Ussery, David W.
    Wang, Shanzhi
    [J]. MOLECULES, 2020, 25 (22):
  • [10] Improving machine learning in early drug discovery
    Claus Bendtsen
    Andrea Degasperi
    Ernst Ahlberg
    Lars Carlsson
    [J]. Annals of Mathematics and Artificial Intelligence, 2017, 81 : 155 - 166