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Nucleic acid sequence-based detection and characterization using genome-level pseudo-imaging and machine learning

BACKGROUND Whole genome sequencing provides a complete snapshot of an organism’s genetic code, enabling evolutionary inference through quantification of nucleotide similarities. However, reference databases exhibit bias toward well-studied species due to long-tail distributions and sampling gaps. These imbalances risk species misidentification...

Published: 7/25/2025 | Inventor(s): Akhilesh Ramachandran, Vishalini Laguduva, Sathyanarayan (Sathya) Aakur

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Category(s): Technology Classifications > Animal Health, Technology Classifications > Research Tools, Technology Classifications > Medical Device & Diagnostic