publicações selecionadas
-
artigo académico
- A systematic evaluation of deep learning methods for the prediction of drug synergy in cancer. PLoS Computational Biology. 2023
- Evaluating molecular representations in machine learning models for drug response prediction and interpretability. Journal of Integrative Bioinformatics. 2022
- Deep learning for drug response prediction in cancer. Briefings in Bioinformatics. 2020
- Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen. Nature Communications. 2019
-
artigo de conferência
- Artificial Intelligence in Biological Activity Prediction. Advances in Intelligent Systems and Computing. 2019
- A review on metabolomics data analysis for cancer applications. Advances in Intelligent Systems and Computing. 2018
-
documento
- A framework for predicting drug sensitivity and synergy in cancer cells using deep learning 2022
- A systematic evaluation of deep learning methods for the prediction of drug synergy in cancer 2022
- Machine learning approaches for predicting effects of drug combinations in cancer 2016
- Rational identification of colorectal cancer homing peptides using phage display and in silico rigid-body docking studies of surface protein-ligand interactions 2015