Article

DanioDecima: A DNA sequence-to-function model of zebrafish embryogenesis

2026-05-31

Abstract excerpt

Deep learning DNA sequence-to-function models offer the promise of gaining mechanistic insights into genome regulation, however their performance is often limited by data scarcity in the species of interest. We present DanioDecima, a zebrafish-specific model leveraging transfer learning from human and mouse-trained models to predict tissue- and cell-type-specific gene expression during zebrafish embryogenesis. Ini...

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Literature Corpus work: 6d598ae9-65e9-5eb7-8e1a-2a7cea661c10
DOI: 10.64898/2026.05.29.728876

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