Machine Learning for Biomedicine
ML4BM
King Abdullah University of Science and Technology
Jeddah, Arabia SaudíPublikationen in Zusammenarbeit mit Forschern von King Abdullah University of Science and Technology (9)
2024
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A robust clustering strategy for stratification unveils unique patient subgroups in acutely decompensated cirrhosis
Journal of Translational Medicine, Vol. 22, Núm. 1
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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
2023
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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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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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Serum methylation of GALNT9, UPF3A, WARS, and LDB2 as noninvasive biomarkers for the early detection of colorectal cancer and advanced adenomas
Clinical Epigenetics, Vol. 15, Núm. 1
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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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Deconvolution of the hematopoietic stem cell microenvironment reveals a high degree of specialization and conservation
iScience, Vol. 25, Núm. 5
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Epigenetic clock indicates accelerated aging in glial cells of progressive multiple sclerosis patients
Frontiers in Aging Neuroscience, Vol. 14
2021
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STATegra: Multi-Omics Data Integration – A Conceptual Scheme With a Bioinformatics Pipeline
Frontiers in Genetics, Vol. 12