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Academic Publication A survey of k-mer methods and applications in bioinformatics
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A survey of k-mer methods and applications in bioinformatics
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A technical review of multi-omics data integration methods: from classical statistical to deep generative approaches
Abstract The rapid advancement of high-throughput sequencing and other assay technologies has resulted in the generation of large and complex multi-omics datasets, offering unprecede...
APPLICATION OF MACHINE LEARNING FOR MASS CYTOMETRY DATA ANALYSIS OF CHRONIC LYMPHOCYTIC LEUKAEMIA
Mass cytometry is a powerful technique for quantifying intracellular and membrane proteins at single-cell resolution. However, the vast amount of data it generates requires advanced analytical meth...
A review of model evaluation metrics for machine learning in genetics and genomics
Machine learning (ML) has shown great promise in genetics and genomics where large and complex datasets have the potential to provide insight into many aspects of disease risk, pathogenesis of gene...
Biomni: A General-Purpose Biomedical AI Agent
Abstract Biomedical research underpins progress in our understanding of human health and disease, drug discovery, and clinical care. However, with the growth of c...
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