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AI-directed formulation strategy design initiates rational drug development Journal article
Wang, Nannan, Dong, Jie, Ouyang, Defang. AI-directed formulation strategy design initiates rational drug development[J]. Journal of Controlled Release, 2025, 378, 619-636.
Authors:  Wang, Nannan;  Dong, Jie;  Ouyang, Defang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.5/10.6 | Submit date：2025/01/22
Formulation Strategy Design  Artificial Intelligence  Rational Drug Development  Poorly Water-soluble Drugs  Positive-unlabeled Learning  Partially Supervised Learning  
FormulationAI: a novel web-based platform for drug formulation design driven by artificial intelligence Journal article
Dong, Jie, Wu, Zheng, Xu, Huanle, Ouyang, Defang. FormulationAI: a novel web-based platform for drug formulation design driven by artificial intelligence[J]. Briefings in Bioinformatics, 2024, 25(1), bbad419.
Authors:  Dong, Jie;  Wu, Zheng;  Xu, Huanle;  Ouyang, Defang
Favorite | TC[WOS]:10 TC[Scopus]:16  IF:6.8/7.9 | Submit date：2024/02/22
Artificial Intelligence  Computational Pharmaceutics  Drug Design  Drug Formulation  Formulationai  Webserver  
PharmDE: A new expert system for drug-excipient compatibility evaluation Journal article
Wang, Nannan, Sun, Huimin, Dong, Jie, Ouyang, Defang. PharmDE: A new expert system for drug-excipient compatibility evaluation[J]. International Journal of Pharmaceutics, 2021, 607, 120962.
Authors:  Wang, Nannan;  Sun, Huimin;  Dong, Jie;  Ouyang, Defang
Favorite | TC[WOS]:22 TC[Scopus]:29  IF:5.3/5.6 | Submit date：2021/12/08
Drug-excipient Compatibility  Formulation Design  Expert System  Database  Prediction  Artificial Intelligence  
PharmSD: A novel AI-based computational platform for solid dispersion formulation design Journal article
Dong, Jie, Gao, Hanlu, Ouyang, Defang. PharmSD: A novel AI-based computational platform for solid dispersion formulation design[J]. International Journal of Pharmaceutics, 2021, 604, 120705.
Authors:  Dong, Jie;  Gao, Hanlu;  Ouyang, Defang
Favorite | TC[WOS]:23 TC[Scopus]:28  IF:5.3/5.6 | Submit date：2021/12/08
Computational Platform  Drug Design  Formulation  Machine Learning  Solid Dispersion  Web Server  
Integrated computer-aided formulation design: A case study of andrographolide/ cyclodextrin ternary formulation Journal article
Gao, H., Su, Y, Wang, W., Xiong, W., Sun, X., Ji, Y., Yu, H., Li, H.-F., Ouyang, D.. Integrated computer-aided formulation design: A case study of andrographolide/ cyclodextrin ternary formulation[J]. Asian Journal of Pharmaceutical Sciences, 2021, XXX-XXX.
Authors:  Gao, H.;  Su, Y;  Wang, W.;  Xiong, W.;  Sun, X.; et al.
Favorite |   IF:10.7/9.0 | Submit date：2022/08/11
computer-aided  formulation design  andrographolide/cyclodextrin  
Interpretable machine learning methods for in vitro pharmaceutical formulation development Journal article
Ye, Zhuyifan, Yang, Wenmian, Yang, Yilong, Ouyang, Defang. Interpretable machine learning methods for in vitro pharmaceutical formulation development[J]. Food Frontiers, 2021, 2(2), 195-207.
Authors:  Ye, Zhuyifan;  Yang, Wenmian;  Yang, Yilong;  Ouyang, Defang
Favorite | TC[WOS]:11 TC[Scopus]:18 | Submit date：2022/05/13
Deep Neural Networks  Formulation Design  Interpretable Machine Learning Methods  The Attention Mechanism  
Integrated computer-aided formulation design: A case study of andrographolide/ cyclodextrin ternary formulation Journal article
Gao, Haoshi, Su, Yan, Wang, Wei, Xiong, Wei, Sun, Xiyang, Ji, Yuanhui, Yu, Hua, Li, Haifeng, Ouyang, Defang. Integrated computer-aided formulation design: A case study of andrographolide/ cyclodextrin ternary formulation[J]. Asian Journal of Pharmaceutical Sciences, 2021, 16(4), 494-507.
Authors:  Gao, Haoshi;  Su, Yan;  Wang, Wei;  Xiong, Wei;  Sun, Xiyang; et al.
Favorite | TC[WOS]:11 TC[Scopus]:17  IF:10.7/9.0 | Submit date：2021/10/02
Andrographolide  Cyclodextrins  Integrated Computer-aided Formulation Design  Machine Learning  Molecular Dynamic Simulation  Physiologically Based Absorption Modeling  
Computer-Aided Formulation Design for a Highly Soluble Lutein–Cyclodextrin Multiple-Component Delivery System Journal article
Zhao, Q, Miriyala, N, Su, Y, Chen, W, Gao, X, Shao, L, Yan, R., Li, H., Yao, X, Cao, D, Wang, Y. T., Ouyang, D.. Computer-Aided Formulation Design for a Highly Soluble Lutein–Cyclodextrin Multiple-Component Delivery System[J]. Molecular pharmaceutics, 2018, 1664-1673.
Authors:  Zhao, Q;  Miriyala, N;  Su, Y;  Chen, W;  Gao, X; et al.
Favorite |   IF:4.5/4.6 | Submit date：2022/08/11
Bioavailability  Computer-aided Formulation Design  Cyclodextrin  Lutein  Molecular Dynamics Simulation  Multiple-component System  
Computer-Aided Formulation Design for a Highly Soluble Lutein-Cyclodextrin Multiple-Component Delivery System Journal article
Zhao, Qianqian, Miriyala, Nikhila, Su, Yan, Chen, Weijie, Gao, Xuejiao, Shao, Ling, Yan, Ru, Li, Haifeng, Yao, Xiaojun, Cao, Dongsheng, Wang, Yitao, Ouyang, Defang. Computer-Aided Formulation Design for a Highly Soluble Lutein-Cyclodextrin Multiple-Component Delivery System[J]. MOLECULAR PHARMACEUTICS, 2018, 15(4), 1664-1673.
Authors:  Zhao, Qianqian;  Miriyala, Nikhila;  Su, Yan;  Chen, Weijie;  Gao, Xuejiao; et al.
View | Adobe PDF | Favorite | TC[WOS]:48 TC[Scopus]:58  IF:4.5/4.6 | Submit date：2018/10/30
Lutein  Cyclodextrin  Multiple-component System  Molecular Dynamics Simulation  Bioavailability  Computer-aided Formulation Design  
Design of amphotericin B oral formulation for antifungal therapy Journal article
Liu, Min, Chen, Meiwan, Yang, Zhiwen. Design of amphotericin B oral formulation for antifungal therapy[J]. DRUG DELIVERY, 2017, 24(1), 1-9.
Authors:  Liu, Min;  Chen, Meiwan;  Yang, Zhiwen
Favorite | TC[WOS]:57 TC[Scopus]:61  IF:6.5/6.7 | Submit date：2018/10/30
Amphotericin b  Oral Administration  Formulation Design