Silvia T. Cardona

According to our database, Silvia T. Cardona authored at least 4 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

ABT-MPNN: an atom-bond transformer-based message-passing neural network for molecular property prediction.

Chengyou Liu, Yan Sun, Rebecca L. Davis, Silvia T. Cardona, Pingzhao Hu

J. Cheminformatics, December, 2023

2022

A machine learning model trained on a high-throughput antibacterial screen increases the hit rate of drug discovery.

A. S. M. Zisanur Rahman, Chengyou Liu, Hunter Sturm, Andrew M. Hogan, Rebecca L. Davis, Pingzhao Hu, Silvia T. Cardona

PLoS Comput. Biol., October, 2022

Deep learning-driven prediction of drug mechanism of action from large-scale chemical-genetic interaction profiles.

Chengyou Liu, Andrew M. Hogan, Hunter Sturm, Mohd Wasif Khan, Md. Mohaiminul Islam, A. S. M. Zisanur Rahman, Rebecca L. Davis, Silvia T. Cardona, Pingzhao Hu

J. Cheminformatics, 2022

Deep clustering of small molecules at large-scale via variational autoencoder embedding and K-means.

Hamid Hadipour, Chengyou Liu, Rebecca L. Davis, Silvia T. Cardona, Pingzhao Hu

BMC Bioinform., 2022