Author

Abdul Munif

The University of Western Australia

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Assay:ChIP-seq· 1 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1

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Amitava DattaiD· 1 shared Max WardiD· 1 shared Zhaoyu LiiD· 1 shared

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2025-2025 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Amitava DattaORCID

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1 paper

Recent·Most cited

A novel deep learning method using contrastive learning enables interpretable outputs from relationships between gene expression and histone modification

Abdul Munif, Amitava Datta, Zhaoyu Li, Max Ward

The paper introduces a deep learning method using contrastive learning to predict gene expression from histone modifications without arbitrary thresholds, showing consistent performance across datasets.

bioRxiv · Sep 4, 2025 · PreprintBioinformatics