Silvia T. Cardona

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 4

Top Topics

Kernel Based Clustering

Top Venues

J. Cheminformatics

PLoS Comput. Biol.

Publications

Chengyou Liu, Yan Sun, Rebecca Davis, Silvia T. Cardona, Pingzhao Hu
ABT-MPNN: an atom-bond transformer-based message-passing neural network for molecular property prediction. J. Cheminformatics 15 (1) (2023)
Hamid Hadipour, Chengyou Liu, Rebecca Davis, Silvia T. Cardona, Pingzhao Hu
Deep clustering of small molecules at large-scale via variational autoencoder embedding and K-means. BMC Bioinform. (4) (2022)
A. S. M. Zisanur Rahman, Chengyou Liu, Hunter Sturm, Andrew M. Hogan, Rebecca Davis, Pingzhao Hu, Silvia T. Cardona
A machine learning model trained on a high-throughput antibacterial screen increases the hit rate of drug discovery. PLoS Comput. Biol. 18 (10) (2022)
Chengyou Liu, Andrew M. Hogan, Hunter Sturm, Mohd Wasif Khan, Md. Mohaiminul Islam, A. S. M. Zisanur Rahman, Rebecca Davis, Silvia T. Cardona, Pingzhao Hu
Deep learning-driven prediction of drug mechanism of action from large-scale chemical-genetic interaction profiles. J. Cheminformatics 14 (1) (2022)