PharmSD

v1.0.0 BY-NC-SA 4.0

PharmSD一个固体分散体的配方预测平台，可以评估设计配方中的一系列重要特性，如固体分散体的体外溶解和物理稳定性。

技术栈
Python 2.7 PyTorch Django 1.5
访问
核心功能
  • • 预测固体分散体物理稳定性
  • • 预测固体分散体的溶解类型
  • • 预测固体分散体的溶解速率
论文引用
  • IF 5.3
    PharmSD: A novel AI-based computational platform for solid dispersion formulation design
    Jie Dong, Hanlu Gao, Defang Ouyang | International Journal of Pharmaceutics, 2021
    doi.org/10.1016/j.ijpharm.2021.120705
  • IF 4.4
    An integrated computational methodology with data-driven machine learning, molecular modeling and PBPK modeling to accelerate solid dispersion formulation design
    Hanlu Gao, Wei Wang, Jie Dong, Zhuyifan Ye, Defang Ouyang | European Journal of Pharmaceutics And Biopharmaceutics, 2021
    doi.org/10.1016/j.ejpb.2020.12.001
  • IF 10.5
    Predicting physical stability of solid dispersions by machine learning techniques
    Run Han, Hui Xiong, Zhuyifan Ye, Yilong Yang, Tianhe Huang, Qiufang Jing, Jiahong Lu, Hao Pan, Fuzheng Ren, Defang Ouyang | Journal of Controlled Release, 2019
    doi.org/10.1016/j.jconrel.2019.08.030