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EpiRNA-Scanner, a publicly deployed web framework that processes sequences from 41 bases to over 100,000 bases without manual preprocessing. The system introduces Epitranscriptomic Boundary Contrast Scoring (EBCS), producing single-nucleotide resolution predictions anchored to degenerate DRACH motifs.