Machine Learning for Biomedicine
ML4BM
Centro de Investigación Médica Aplicada
Pamplona, EspañaPublicaciones en colaboración con investigadores/as de Centro de Investigación Médica Aplicada (46)
2024
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Common genetic variants associated with urinary phthalate levels in children: A genome-wide study
Environment International, Vol. 190
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Efficient and safe therapeutic use of paired Cas9-nickases for primary hyperoxaluria type 1
EMBO molecular medicine, Vol. 16, Núm. 1, pp. 112-131
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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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Genie: the first open-source ISO/IEC encoder for genomic data
Communications Biology, Vol. 7, 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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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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Bayesian Machine Learning Enables Identification of Transcriptional Network Disruptions Associated with Drug-Resistant Prostate Cancer
Cancer research, Vol. 83, Núm. 8, pp. 1361-1380
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Gene therapy restores the transcriptional program of hematopoietic stem cells in Fanconi anemia
Haematologica, Vol. 108, Núm. 10, pp. 2652-2663
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Microglia and astrocyte activation is region-dependent in the α-synuclein mouse model of Parkinson's disease
GLIA, Vol. 71, Núm. 3, pp. 571-587
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Optimization of universal allogeneic CAR-T cells combining CRISPR and transposon-based technologies for treatment of acute myeloid leukemia
Frontiers in Immunology, Vol. 14
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Preclinical models for prediction of immunotherapy outcomes and immune evasion mechanisms in genetically heterogeneous multiple myeloma
Nature Medicine, Vol. 29, Núm. 3, pp. 632-645
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Single-cell dissection of aggression in honeybee colonies
Nature Ecology and Evolution, Vol. 7, Núm. 8, pp. 1232-1244
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Uncovering perturbations in human hematopoiesis associated with healthy aging and myeloid malignancies at single-cell resolution
eLife, Vol. 12
2022
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CAR density influences antitumoral efficacy of BCMA CAR T cells and correlates with clinical outcome
Science Advances, Vol. 8, Núm. 39
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Complement C5a induces the formation of neutrophil extracellular traps by myeloid-derived suppressor cells to promote metastasis
Cancer Letters, Vol. 529, pp. 70-84
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DSTYK inhibition increases the sensitivity of lung cancer cells to T cell-mediated cytotoxicity
The Journal of experimental medicine, Vol. 219, Núm. 12
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JIND: Joint integration and discrimination for automated single-cell annotation
Bioinformatics, Vol. 38, Núm. 9, pp. 2488-2495
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Multi-omics signatures of the human early life exposome
Nature Communications, Vol. 13, Núm. 1
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SimiC enables the inference of complex gene regulatory dynamics across cell phenotypes
Communications Biology, Vol. 5, Núm. 1