Andrey Felipe Schoier

Foundation models and taxonomy inference for metagenomics: A practical review.

Taxonomic classification in metagenomics remains anchored in alignment-based methods and exact k-mer indexers, which provide calibrated, traceable species-level assignments at scale when reference coverage is comprehensive. This review synthesizes the progression of the field toward self-supervised, DNA-specific founda...