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The Role of Organelle Stresses in Diabetes Mellitus and Obesity: Implication for Treatment
Published 2015-01-01Get full text
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A robust transfer learning approach for high-dimensional linear regression to support integration of multi-source gene expression data.
Published 2025-01-01“…This can be effectively applied in genomics when we learn the gene associations in a target tissue, and data from other tissues can be integrated. …”
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The role of chromatin state in intron retention: A case study in leveraging large scale deep learning models.
Published 2025-01-01“…By providing pre-trained models that can be fine-tuned for specific applications, they enable researchers to create accurate models with minimal effort and computational resources. Large scale genomics deep learning models come in two flavors: the first are large language models of DNA sequences trained in a self-supervised fashion, similar to the corresponding natural language models; the second are supervised learning models that leverage large scale genomics datasets from ENCODE and other sources. …”
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Protocol for direct cDNA cap analysis of gene expression for paired-end patterned flow cell sequencing
Published 2025-03-01Get full text
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From Natural Hosts to Agricultural Threats: The Evolutionary Journey of Phytopathogenic Fungi
Published 2025-01-01“…The study of pathogen evolution has been transformed by advancements in molecular biology, genomics, and bioinformatics, utilizing methods like next-generation sequencing, comparative genomics, transcriptomics and population genomics. …”
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Toward measurements of absolute membrane potential in Bacillus subtilis using fluorescence lifetime
Published 2025-03-01Get full text
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Automatic morphology phenotyping of tetra- and hexaploid wheat spike using computer vision methods
Published 2021-03-01“…The modern cultivated wheat species originated from three wild diploid ancestors as a result of several rounds of genome doubling and are represented by di-, tetra- and hexaploid species. …”
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Biomarkers of Joint Damage in Osteoarthritis: Current Status and Future Directions
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I’ll Show You Mine, If You Show Me Yours
Published 2001-01-01“…The human genome dominated science news last week. Both Science and Nature lead this week with articles about the simultaneous publication of the human genome sequence by the private company Celera Genomics and the publicly funded Human Genome Project (HGP).…”
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Characterization of the Escherichia coli Antifungal Protein PPEBL21
Published 2010-01-01Get full text
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