Author

Dalwinder Singh

Western UniversityORCID 0000-0002-8076-4435Unclaimed ORCID profile · follow to get notified of new preprints

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Dalwinder Singh1 paper · Western University

Biology Disciplines

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Bioinformatics· 2 Genomics· 1

Signature Assays, Organisms & Methods

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Assay:whole-genome sequencing· 3 Organism:bacteria (other)· 2 Research Focus:differential expression· 2 Research Focus:gene regulatory network inference· 2 Approach:deep learning· 1 Assay:DNA methylation· 1 Organism:fungi (other)· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Shrikant Subhash MantriiD· 3 shared Sunaina PaliyaliD· 2 shared Ardhendu ChakraborttyiD· 1 shared Babanpreet KauriD· 1 shared Binduma YadaviD· 1 shared Hemant Goyat· 1 shared Ishita SehgaliD· 1 shared Latika RaoiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 31 mutual co-author links

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3 shared papersBioinformatics

Shrikant Subhash MantriORCID

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3 papers

Recent·Most cited

Microbial bioprospecting for benzoxazolinate-like molecules: unleashing the potential of genome mining

Sunaina Paliyal, Babanpreet Kaur, Latika Rao, Ardhendu Chakrabortty, Lovepreet Singh, Ishita Sehgal, Muskan Sharma, Dalwinder Singh, Vasvi Chaudhry, Shrikant Subhash Mantri

The paper identifies 277 putative biosynthetic gene clusters for benzoxazolinate-like molecules through genome mining and presents a neural network model for detecting rare BGCs.

bioRxiv · Aug 20, 2026 · PreprintBioinformatics

Predicting biological activity from biosynthetic gene clusters using neural networks

Hemant Goyat, Dalwinder Singh, Sunaina Paliyal, Shrikant Subhash Mantri

This paper introduces NPBdetect, a neural network-based tool for predicting bioactivity from biosynthetic gene clusters, showing improved performance over existing methods.

Journal of Chemical Information and Modeling · Jun 17, 2025Peer-reviewedBioinformatics

WGBS of Differentiating Adipocytes Reveals Variations in DMRs and Context-Dependent Gene Expression

Binduma Yadav, Dalwinder Singh, Shrikant Subhash Mantri, Vikas Rishi

The paper uses WGBS to analyze DNA methylation changes during adipocyte differentiation and identifies context-dependent gene expression related to DMRs.

bioRxiv · Mar 14, 2024 · PreprintGenomics