GenesPromoter RegionsGeneticEscherichia coliDeep LearningComputational Biology
DNABERT2-CAMP: A Hybrid Transformer-CNN Model for E. coli Promoter Recognition.
Hua-Lin Xu, Xiu-Jun Gong, Hua Yu, Ying-Kai Wang
Published: 202510.3390/genes17010027
Abstract
BACKGROUND: Accurate recognition of promoter sequences in Escherichia coli is fundamental for understanding gene regulation and engineering synthetic biological systems. However, existing computational methods struggle to simultaneously model long-ra…
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