BioinformaticsNature CommunicationsPeer-reviewed
Leveraging multiple data types for improved compound-kinase bioactivity prediction
Ryan Theisen, Tianduanyi Wang, Balaguru Ravikumar…·Anna Cichońska
The paper proposes a two-stage machine learning method that combines single-dose and dose-response data to improve compound-kinase activity prediction, achieving high accuracy and hit rates in experimental validation.