Author

Marta Lemanczyk

Hasso Plattner Institute

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

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Bernhard Y. RenardiD· 1 shared Jakub M. BartoszewicziD· 1 shared

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Bernhard Y. RenardORCID

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1 paper

Recent·Most cited

Motif Interactions Affect Post-Hoc Interpretability of Genomic Convolutional Neural Networks

Marta Lemanczyk, Jakub M. Bartoszewicz, Bernhard Y. Renard

The paper examines how motif interactions affect post-hoc interpretability of genomic CNNs and shows that interpretability methods can miss motifs when interactions are present.

bioRxiv · Feb 15, 2024 · PreprintBioinformatics