Biología Computacional
Publicaciones (52) Publicaciones en las que ha participado algún/a investigador/a
2024
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BN-BacArena: Bayesian network extension of BacArena for the dynamic simulation of microbial communities
Bioinformatics, Vol. 40, Núm. 5
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EMVC-2: an efficient single-nucleotide variant caller based on expectation maximization
Bioinformatics, Vol. 40, Núm. 3
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Extending PROXIMAL to predict degradation pathways of phenolic compounds in the human gut microbiota
npj Systems Biology and Applications, Vol. 10, Núm. 1
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GeNNius: an ultrafast drug-target interaction inference method based on graph neural networks
Bioinformatics (Oxford, England), Vol. 40, Núm. 1
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NetActivity enhances transcriptional signals by combining gene expression into robust gene set activity scores through interpretable autoencoders
Nucleic Acids Research, Vol. 52, Núm. 9, pp. e44
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Review and meta-analysis of the genetic Minimal Cut Set approach for gene essentiality prediction in cancer metabolism
Briefings in Bioinformatics, Vol. 25, Núm. 3
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Single-cell transcriptional profile of CD34+ hematopoietic progenitor cells from del(5q) myelodysplastic syndromes and impact of lenalidomide
Nature Communications, Vol. 15, Núm. 1
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Whole exome sequencing and machine learning germline analysis of individuals presenting with extreme phenotypes of high and low risk of developing tobacco-associated lung adenocarcinoma
eBioMedicine, Vol. 102
2023
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Analysis of Machine Learning Algorithms for USRP-based Smart Chipless RFID Readers
17th European Conference on Antennas and Propagation, EuCAP 2023
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Chipless RFID Tag Implementation and Machine-Learning Workflow for Robust Identification
IEEE Transactions on Microwave Theory and Techniques, Vol. 71, Núm. 12, pp. 5147-5159
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Chipless Wireless Sensor Coupled With Machine Learning for Oil Temperature Monitoring
IEEE Sensors Journal, Vol. 23, Núm. 18, pp. 21234-21245
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Discovering the mechanism of action of drugs with a sparse explainable network
eBioMedicine, Vol. 95
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Phertilizer: Growing a clonal tree from ultra-low coverage single-cell DNA sequencing of tumors
PLoS Computational Biology, Vol. 19, Núm. 10
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Precision oncology: a review to assess interpretability in several explainable methods
Briefings in Bioinformatics, Vol. 24, Núm. 4
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Suitability of machine learning for atrophy and fibrosis development in neovascular age-related macular degeneration
Acta Ophthalmologica
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Synthetic lethality in large-scale integrated metabolic and regulatory network models of human cells
NPJ systems biology and applications, Vol. 9, Núm. 1, pp. 32
2022
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A network-based approach to integrate nutrient microenvironment in the prediction of synthetic lethality in cancer metabolism
PLoS Computational Biology, Vol. 18, Núm. 3
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ALAD Inhibition by Porphobilinogen Rationalizes the Accumulation of δ-Aminolevulinate in Acute Porphyrias
Biochemistry, Vol. 61, Núm. 21, pp. 2409-2416
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BOSO: A novel feature selection algorithm for linear regression with high-dimensional data
PLoS Computational Biology, Vol. 18, Núm. 5
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EventPointer 3.0: flexible and accurate splicing analysis that includes studying the differential usage of protein-domains
NAR Genomics and Bioinformatics, Vol. 4, Núm. 3