Epi-PRS improves polygenic risk scoring by integrating genomic large language models (LLMs) to impute epigenomic signals as intermediaries between genotype and phenotype. This approach enables a more ...
In order to explore the relationship between groundwater levels and hydro-meteorological factors in Fengnan District, accurate estimation of groundwater levels in the area was undertaken. Real data on ...
Resolution of the curse of dimensionality (RECODE) is a noise reduction method for single-cell sequencing data based on high-dimensional statistics. Y. Imoto, T. Nakamura, et al. Resolution of the ...
Visualization methods like t-SNE and UMAP are sensitive to hyperparameter selection. scDEED helps find optimal hyperparameter values for dimension reduction methods by minimizing the number of dubious ...
Discriminant-type analyses arise from the need to classify samples based on their measured characteristics (variables), usually with respect to some observable property. In the case of samples that ...
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