Search Results for author: Vanessa López

Found 4 papers, 3 papers with code

Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities

no code implementations29 Sep 2023 Jiaoyan Chen, Hang Dong, Janna Hastings, Ernesto Jiménez-Ruiz, Vanessa López, Pierre Monnin, Catia Pesquita, Petr Škoda, Valentina Tamma

The term life sciences refers to the disciplines that study living organisms and life processes, and include chemistry, biology, medicine, and a range of other related disciplines.

Knowledge Graphs Management

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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