FormulationAI: a novel web-based platform for drug formulation design driven by artificial intelligence.

ABSTRACT: Today, pharmaceutical industry faces great pressure to employ more efficient and systematic ways in drug discovery and development process. However, conventional formulation studies still strongly rely on personal experiences by trial-and-error experiments, resulting in a labor-consuming, tedious and costly pipeline. Thus, it is highly required to develop intelligent and efficient methods for formulation development to keep pace with the progress of the pharmaceutical industry. Here, we developed a comprehensive web-based platform (FormulationAI) for in silico formulation design. First, the most comprehensive datasets of six widely used drug formulation systems in the pharmaceutical industry were collected over 10 years, including cyclodextrin formulation, solid dispersion, phospholipid co

SUBMITTER: Dong J 

PROVIDER: S-EPMC10783856 | biostudies-literature | 2023 Nov

REPOSITORIES: biostudies-literature