DECIPHERING THE BLOOD-BRAIN BARRIER: MACHINE LEARNING-BASED PERMEABILITY PREDICTION OF MEDICINAL COMPOUNDS

被引:0
|
作者
Deb, Tanmoy [1 ]
机构
[1] Tremplin A, Marie Sklodowska Curie ESR, Lyon, France
关键词
D O I
暂无
中图分类号
Q4 [生理学];
学科分类号
071003 ;
摘要
引用
收藏
页数:1
相关论文
共 50 条
  • [1] BBBper: A Machine Learning-based Online Tool for Blood-Brain Barrier (BBB) Permeability Prediction
    Kumar, Pawan
    Saini, Vandana
    Gupta, Dinesh
    Chawla, Pooja A.
    Kumar, Ajit
    CNS & NEUROLOGICAL DISORDERS-DRUG TARGETS, 2024,
  • [2] In Silico Prediction of Blood-Brain Barrier Permeability of Compounds by Machine Learning and Resampling Methods
    Wang, Zhuang
    Yang, Hongbin
    Wu, Zengrui
    Wang, Tianduanyi
    Li, Weihua
    Tang, Yun
    Liu, Guixia
    CHEMMEDCHEM, 2018, 13 (20) : 2189 - 2201
  • [3] Prediction of blood-brain barrier permeability of organic compounds
    Dyabina, A. S.
    Radchenko, E. V.
    Palyulin, V. A.
    Zefirov, N. S.
    DOKLADY BIOCHEMISTRY AND BIOPHYSICS, 2016, 470 (01) : 371 - 374
  • [4] Prediction of blood-brain barrier permeability of organic compounds
    A. S. Dyabina
    E. V. Radchenko
    V. A. Palyulin
    N. S. Zefirov
    Doklady Biochemistry and Biophysics, 2016, 470 : 371 - 374
  • [5] Resampling combined with stacking learning for prediction of blood-brain barrier permeability of compounds
    Su Q.
    Xiao G.
    Zhou W.
    Du Z.
    Shengwu Yixue Gongchengxue Zazhi/Journal of Biomedical Engineering, 2023, 40 (04): : 753 - 761
  • [6] Prediction of the Blood-Brain Barrier (BBB) Permeability of Chemicals Based on Machine-Learning and Ensemble Methods
    Liu, Lili
    Zhang, Li
    Feng, Huawei
    Li, Shimeng
    Liu, Miao
    Zhao, Jian
    Liu, Hongsheng
    CHEMICAL RESEARCH IN TOXICOLOGY, 2021, 34 (06) : 1456 - 1467
  • [7] Prediction of blood-brain barrier permeability using machine learning approaches based on various molecular representation
    Liang, Li
    Liu, Zhiwen
    Yang, Xinyi
    Zhang, Yanmin
    Liu, Haichun
    Chen, Yadong
    MOLECULAR INFORMATICS, 2024, 43 (09)
  • [8] A machine learning-based quantitative model (LogBB_Pred) to predict the blood-brain barrier permeability (logBB value) of drug compounds
    Shaker, Bilal
    Lee, Jingyu
    Lee, Yunhyeok
    Yu, Myeong-Sang
    Lee, Hyang-Mi
    Lee, Eunee
    Kang, Hoon-Chul
    Oh, Kwang-Seok
    Kim, Hyung Wook
    Na, Dokyun
    BIOINFORMATICS, 2023, 39 (10)
  • [9] Machine learning based dynamic consensus model for predicting blood-brain barrier permeability
    Mazumdar, Bitopan
    Sarma, Pankaj Kumar Deva
    Mahanta, Hridoy Jyoti
    Sastry, G. Narahari
    COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 160
  • [10] A Computational Prediction Model of Blood-Brain Barrier Penetration Based on Machine Learning Approaches
    Ajabani, Deep Himmatbhai
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (12) : 485 - 493