Study finds seq2exp model track predictions lack a coherent model of transcription

anshulkundaje · x · 2026-11-10

A shared study argues that predictions from different tracks of sequence-to-expression models do not reflect a coherent model of transcription, suggesting these genomic deep learning models may fit individual tracks separately rather than learning a unified regulatory mechanism — raising interpretability concerns for functional genomics prediction.

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