PreLect: Prevalence leveraged consistent feature selection decodes microbial signatures across cohorts
Abstract The intricate nature of microbiota sequencing data—high dimensionality and sparsity—presents a challenge in identifying informative and reproducible microbial features for both research and clinical applications. Addressing this, we introduce PreLect, an innovative feature selection framewo...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-01-01
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| Series: | npj Biofilms and Microbiomes |
| Online Access: | https://doi.org/10.1038/s41522-024-00598-2 |
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