Search Results for author: Víctor Valls

Found 2 papers, 1 papers with code

Information Flow in Graph Neural Networks: A Clinical Triage Use Case

no code implementations12 Sep 2023 Víctor Valls, Mykhaylo Zayats, Alessandra Pascale

Specifically, we propose a mathematical model that decouples the GNN connectivity from the connectivity of the graph data and evaluate the performance of GNNs in a clinical triage use case.

Knowledge Graphs

Otter-Knowledge: benchmarks of multimodal knowledge graph representation learning from different sources for drug discovery

1 code implementation22 Jun 2023 Hoang Thanh Lam, Marco Luca Sbodio, Marcos Martínez Galindo, Mykhaylo Zayats, Raúl Fernández-Díaz, Víctor Valls, Gabriele Picco, Cesar Berrospi Ramis, Vanessa López

Recent research on predicting the binding affinity between drug molecules and proteins use representations learned, through unsupervised learning techniques, from large databases of molecule SMILES and protein sequences.

Drug Discovery Graph Representation Learning +1

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