Matemáticas
Department

Óscar
Álvarez Machancoses
Publications by the researcher in collaboration with Óscar Álvarez Machancoses (19)
2024
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Prediction of Deleterious Single Amino Acid Polymorphisms with a Consensus Holdout Sampler
Current Genomics, Vol. 25, Núm. 3, pp. 171-184
2023
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Prediction of Functional Effects of Protein Amino Acid Mutations
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022
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Analysis of transcriptomic responses to SARS-CoV-2 reveals plausible defective pathways responsible for increased susceptibility to infection and complications and helps to develop fast-track repositioning of drugs against COVID-19
Computers in Biology and Medicine, Vol. 149
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Innovations in Genomics and Big Data Analytics for Personalized Medicine and Health Care: A Review
International Journal of Molecular Sciences, Vol. 23, Núm. 9
2020
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On the role of artificial intelligence in genomics to enhance precision medicine
Pharmacogenomics and Personalized Medicine, Vol. 13, pp. 105-119
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Prediction of protein tertiary structure via regularized template classification techniques
Molecules, Vol. 25, Núm. 11
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Robust pathway sampling in phenotype prediction. Application to triple negative breast cancer
BMC Bioinformatics, Vol. 21
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Robust prediction of single and multiple point protein mutations stability changes
Biomolecules, Vol. 10, Núm. 1
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Robust sampling of defective pathways in alzheimer’s disease. Implications in drug repositioning
International Journal of Molecular Sciences, Vol. 21, Núm. 10
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The Utilization of Different Classifiers to Perform Drug Repositioning in Inclusion Body Myositis Supports the Concept of Biological Invariance
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019
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Predicting protein tertiary structure and its uncertainty analysis via particle swarm sampling
Journal of Molecular Modeling, Vol. 25, Núm. 3
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Using artificial intelligence methods to speed up drug discovery
Expert Opinion on Drug Discovery, Vol. 14, Núm. 8, pp. 769-777
2018
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Comparison of Different Sampling Algorithms for Phenotype Prediction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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On the use of principal component analysis and particle swarm optimization in protein tertiary structure prediction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Particle swarm optimization and uncertainty assessment in inverse problems
Entropy, Vol. 20, Núm. 2
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Principal component analysis in protein tertiary structure prediction
Journal of Bioinformatics and Computational Biology, Vol. 16, Núm. 2
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Protein tertiary structure prediction via SVD and PSO sampling
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Sampling Defective Pathways in Phenotype Prediction Problems via the Fisher’s Ratio Sampler
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Sampling Defective Pathways in Phenotype Prediction Problems via the Holdout Sampler
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)