Alejandro
Rodriguez Gonzalez
Investigador en el periodo 2014-2016
Publicaciones en las que colabora con Lucia Prieto Santamaria (28)
2024
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Analyzing Dropout in Alcohol Recovery Programs: A Machine Learning Approach
Journal of Clinical Medicine, Vol. 13, Núm. 16
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DRAGON: Drug Repurposing via Graph Neural Networks with Drug and Protein Embeddings as Features
Proceedings - IEEE Symposium on Computer-Based Medical Systems
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Identifying patterns to uncover the importance of biological pathways on known drug repurposing scenarios
BMC Genomics, Vol. 25, Núm. 1
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Protein sequence analysis in the context of drug repurposing
BMC Medical Informatics and Decision Making, Vol. 24, Núm. 1
2023
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Enhancing Drug Repurposing on Graphs by Integrating Drug Molecular Structure as Feature
Proceedings - IEEE Symposium on Computer-Based Medical Systems
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Exploring disease-drug pairs in Clinical Trials information for personalized drug repurposing
Proceedings - IEEE Symposium on Computer-Based Medical Systems
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Orphan Drugs and Rare Diseases: Unveiling Biological Patterns through Drug Repurposing
Proceedings - IEEE Symposium on Computer-Based Medical Systems
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Uncovering hidden therapeutic indications through drug repurposing with graph neural networks and heterogeneous data
Artificial Intelligence in Medicine, Vol. 145
2022
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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
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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)
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A Trusted Platform Module-based, Pre-emptive and Dynamic Asset Discovery Tool
Journal of Information Security and Applications, Vol. 71
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Drug repositioning with gender perspective focused on Adverse Drug Reactions
Proceedings - IEEE Symposium on Computer-Based Medical Systems
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EBOCA: Evidences for BiOmedical Concepts Association Ontology
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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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
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Integrating heterogeneous data to facilitate COVID-19 drug repurposing
Drug Discovery Today, Vol. 27, Núm. 2, pp. 558-566
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REDIRECTION: Generating drug repurposing hypotheses using link prediction with DISNET data
Proceedings - IEEE Symposium on Computer-Based Medical Systems
2021
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A data-driven methodology towards evaluating the potential of drug repurposing hypotheses
Computational and Structural Biotechnology Journal, Vol. 19, pp. 4559-4573
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Classifying diseases by using biological features to identify potential nosological models
Scientific Reports, Vol. 11, Núm. 1
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DisMaNET: A network-based tool to cross map disease vocabularies
Computer Methods and Programs in Biomedicine, Vol. 207
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Leveraging network analysis to evaluate biomedical named entity recognition tools
Scientific Reports, Vol. 11, Núm. 1