Daniel Rivas-Barragan

Drug2ways: Reasoning over causal paths in biological networks for drug discovery

Daniel Rivas-Barragan, Sarah Mubeen, Francesc Guim Bernat et al. · PLoS Computational Biology · 2020 · 28 citations · Full text

Engineering, Biological Networks, Interaction Network +24

Causal reasoning over knowledge graphs leveraging drug-perturbed and disease-specific transcriptomic signatures for drug discovery

Daniel Domingo‐Fernándéz, Yojana Gadiya, Abhishek Patel et al. · PLoS Computational Biology · 2022 · 17 citations · Full text

Engineering, Causal Inference, Disease-specific Transcriptomic Signatures +19

Ensembles of knowledge graph embedding models improve predictions for drug discovery

Daniel Rivas-Barragan, Daniel Domingo‐Fernándéz, Yojana Gadiya et al. · Briefings in Bioinformatics · 2022 · 16 citations · Full text

Engineering, Machine Learning, Link Prediction +17

Towards automatic model specialization for edge video analytics

Daniel Rivas-Barragan, Francesc Guim, Jordà Polo et al. · Future Generation Computer Systems · 2022 · 15 citations · Full text

Image Analysis, Machine Learning, Data Science +8