Publications

• 2024 1
• 2023 2
• 2022 3

2024

Evaluating the representational power of pre-trainedDNA language models for regulatory genomics

BioRxiv, 2024

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2023

Current approaches to genomic deep learning struggle to fully capture human genetic variation

Nature Genetics, News & Views, 2023

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EvoAug: improving generalization and interpretability of genomic deep neural networks with evolution-inspired data augmentations

Genome Biology, 2023

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2022

Learning single-cell chromatin accessibility profiles using meta-analytic marker genes

Briefings in Bioinformatics, 2022

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Selecting deep neural networks that yield consistent attribution-based interpretations for genomics

MLCB, 2022

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Evaluating deep learning for predicting epigenomic profiles

Nature Machine Intellegience, 2022

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