Publicaciones en colaboración con investigadores/as de Universidad Politécnica de Madrid (51)

2024

  1. Analyzing Dropout in Alcohol Recovery Programs: A Machine Learning Approach

    Journal of Clinical Medicine, Vol. 13, Núm. 16

  2. DRAGON: Drug Repurposing via Graph Neural Networks with Drug and Protein Embeddings as Features

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  3. Identifying patterns to uncover the importance of biological pathways on known drug repurposing scenarios

    BMC Genomics, Vol. 25, Núm. 1

  4. Protein sequence analysis in the context of drug repurposing

    BMC Medical Informatics and Decision Making, Vol. 24, Núm. 1

2023

  1. Enhancing Drug Repurposing on Graphs by Integrating Drug Molecular Structure as Feature

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  2. Exploring disease-drug pairs in Clinical Trials information for personalized drug repurposing

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  3. Orphan Drugs and Rare Diseases: Unveiling Biological Patterns through Drug Repurposing

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  4. Uncovering hidden therapeutic indications through drug repurposing with graph neural networks and heterogeneous data

    Artificial Intelligence in Medicine, Vol. 145

2022

  1. A Computational Drug Repositioning Method for Rare Diseases

    Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence: 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part II (Springer Suiza), pp. 551-561

  2. A Computational Drug Repositioning Method for Rare Diseases

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Drug repositioning with gender perspective focused on Adverse Drug Reactions

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  4. EBOCA: Evidences for BiOmedical Concepts Association Ontology

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Influenza and Measles-MMR: two case study of the trend and impact of vaccine-related Twitter posts in Spanish during 2015-2018

    Human Vaccines and Immunotherapeutics, Vol. 18, Núm. 1, pp. 1-16

  6. Integrating heterogeneous data to facilitate COVID-19 drug repurposing

    Drug Discovery Today, Vol. 27, Núm. 2, pp. 558-566

  7. REDIRECTION: Generating drug repurposing hypotheses using link prediction with DISNET data

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

2021

  1. A data-driven methodology towards evaluating the potential of drug repurposing hypotheses

    Computational and Structural Biotechnology Journal, Vol. 19, pp. 4559-4573

  2. Classifying diseases by using biological features to identify potential nosological models

    Scientific Reports, Vol. 11, Núm. 1

  3. DisMaNET: A network-based tool to cross map disease vocabularies

    Computer Methods and Programs in Biomedicine, Vol. 207

  4. Leveraging network analysis to evaluate biomedical named entity recognition tools

    Scientific Reports, Vol. 11, Núm. 1

  5. Towards the Representation of Network Assets in Health Care Environments Using Ontologies

    Methods of Information in Medicine, Vol. 60, Núm. 3, pp. E89-E102