An explainable AI framework integrating machine and deep learning models for multi-species DNA functional group classification

Abstract DNA functional group classification across species plays a crucial role in understanding genetic diversity, evolutionary relationships and biological function. The increasing availability of genomic data has led to the use of machine learning and deep learning methods for identifying functi...

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Príomhchruthaitheoirí:	Pratik Chakraborty, P. B. Shanthi
Formáid:	Artigo
Teanga:	Inglês
Foilsithe / Cruthaithe:	Nature Portfolio 2026-05-01
Sraith:	Scientific Reports
Ábhair:	Attention heatmaps DNA functional group classification Deep learning Explainable AI framework k-mers Machine learning
Rochtain ar líne:	https://doi.org/10.1038/s41598-026-53075-5
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An explainable AI framework integrating machine and deep learning models for multi-species DNA functional group classification

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