Computational models for the prediction of adverse cardiovascular drug reactions

被引:0
|
作者
Salma Jamal
Waseem Ali
Priya Nagpal
Sonam Grover
Abhinav Grover
机构
[1] Jamia Hamdard,JH
[2] Jamia Millia Islamia,Institute of Molecular Medicine
[3] Jawaharlal Nehru University,Department of Biotechnology
关键词
Adverse drug reactions; Machine learning; Random forest; Sequential minimization optimization; Feature selection;
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
  • [31] The Computational Models of Drug-Target Interaction Prediction
    Ding, Yijie
    Tang, Jijun
    Guo, Fei
    PROTEIN AND PEPTIDE LETTERS, 2020, 27 (05): : 348 - 358
  • [32] Prediction of adverse drug reactions by a network based external link prediction method
    Lin, Jiao
    Kuang, Qifan
    Li, Yizhou
    Zhang, Yongqing
    Sun, Jing
    Ding, Zhanling
    Li, Menglong
    ANALYTICAL METHODS, 2013, 5 (21) : 6120 - 6127
  • [33] Prediction of Adverse Drug Reactions Using Decision Tree Modeling
    Hammann, F.
    Gutmann, H.
    Vogt, N.
    Helma, C.
    Drewe, J.
    CLINICAL PHARMACOLOGY & THERAPEUTICS, 2010, 88 (01) : 52 - 59
  • [34] An Attentive LSTM based approach for adverse drug reactions prediction
    Qian, Jiahui
    Qiu, Xihe
    Tan, Xiaoyu
    Li, Qiong
    Chen, Jue
    Jiang, Xiaoyan
    APPLIED INTELLIGENCE, 2023, 53 (05) : 4875 - 4889
  • [35] Prediction of Severe Adverse Drug Reactions Using Pharmacogenetic Biomarkers
    Tohkin, Masahiro
    Ishiguro, Akihiro
    Kaniwa, Nahoko
    Saito, Yoshiro
    Kurose, Kouichi
    Hasegawa, Ryuichi
    DRUG METABOLISM AND PHARMACOKINETICS, 2010, 25 (02) : 122 - 133
  • [36] Prediction of adverse drug reactions based on knowledge graph embedding
    Zhang, Fei
    Sun, Bo
    Diao, Xiaolin
    Zhao, Wei
    Shu, Ting
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2021, 21 (01)
  • [37] Prediction of adverse drug reactions based on knowledge graph embedding
    Fei Zhang
    Bo Sun
    Xiaolin Diao
    Wei Zhao
    Ting Shu
    BMC Medical Informatics and Decision Making, 21
  • [38] Study on Machine Learning and Prediction Model of Adverse Drug Reactions
    Dong, LiHui
    2021 13TH INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION (ICMTMA 2021), 2021, : 518 - 521
  • [39] An Attentive LSTM based approach for adverse drug reactions prediction
    Jiahui Qian
    Xihe Qiu
    Xiaoyu Tan
    Qiong Li
    Jue Chen
    Xiaoyan Jiang
    Applied Intelligence, 2023, 53 : 4875 - 4889
  • [40] Cardiovascular drug adverse reactions in hospitalized patients in cardiac care unit
    Karimzadeh, Iman
    Namazi, Soha
    Shalviri, Gloria
    Gholami, Kheirollah
    AFRICAN JOURNAL OF PHARMACY AND PHARMACOLOGY, 2011, 5 (04): : 493 - 499