Machine Learning for Biomedicine
ML4BM
Instituto de Investigación Sanitaria de Navarra
Pamplona, EspañaPublicaciones en colaboración con investigadores/as de Instituto de Investigación Sanitaria de Navarra (17)
2024
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Application of Graph Models to the Identification of Transcriptomic Oncometabolic Pathways in Human Hepatocellular Carcinoma
Biomolecules, Vol. 14, Núm. 6
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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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Suitability of machine learning for atrophy and fibrosis development in neovascular age-related macular degeneration
Acta Ophthalmologica, Vol. 102, Núm. 5, pp. e831-e841
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The oncolytic adenovirus Delta-24-RGD in combination with ONC201 induces a potent antitumor response in pediatric high-grade and diffuse midline glioma models
Neuro-Oncology, Vol. 26, Núm. 8, pp. 1509-1525
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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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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
2022
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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
2021
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Paradigms on immunotherapy combinations with chemotherapy
Cancer Discovery, Vol. 11, Núm. 6, pp. 1353-1367
2020
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Performance comparison of two next-generation sequencing panels to detect actionable mutations in cell-free DNA in cancer patients
Clinical Chemistry and Laboratory Medicine, Vol. 58, Núm. 8, pp. 1341-1348
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Short-term starvation reduces IGF-1 levels to sensitize lung tumors to PD-1 immune checkpoint blockade
Nature cancer, Vol. 1, Núm. 1, pp. 75-85
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Single-Cell RNA Sequencing Analysis Reveals a Crucial Role for CTHRC1 (Collagen Triple Helix Repeat Containing 1) Cardiac Fibroblasts After Myocardial Infarction
Circulation, Vol. 142, Núm. 19, pp. 1831-1847
2019
2018
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Targeted DNA sequencing for assessing clonality in multiple lung tumors: A new approach to an old dilemma
Lung Cancer, Vol. 122, pp. 120-123
2016
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Bringing model-based prediction to oncology clinical practice: A review of Pharmacometrics principles and applications
Oncologist, Vol. 21, Núm. 2, pp. 220-232
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Total and mutated EGFR quantification in cell-free DNA from non-small cell lung cancer patients detects tumor heterogeneity and presents prognostic value
Tumor Biology, Vol. 37, Núm. 10, pp. 13687-13694
2015
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Early prediction of disease progression in small cell lung cancer: Toward model-based personalized medicine in oncology
Cancer Research, Vol. 75, Núm. 12, pp. 2416-2425