Author

Hemant Goyat

BRIC-National Agri-Food and Biomanufacturing Institute

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· 2

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 2 Research Focus:database / resource· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Organism:fungi (other)· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Shrikant Subhash MantriiD· 2 shared Alexey A. GurevichiD· 1 shared Azat TagirdzhanoviD· 1 shared Caner BağcıiD· 1 shared Casimir Ladanyi· 1 shared Christian von MeringiD· 1 shared Dalwinder SinghiD· 1 shared Daniel UdwaryiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBioinformatics

Shrikant Subhash MantriORCID

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2 papers

Recent·Most cited

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

BGC Atlas: A Web Resource for Exploring the Global Chemical Diversity Encoded in Bacterial Genomes

Caner Bağcı, Matin Nuhamunada, Hemant Goyat, Casimir Ladanyi, Luděk Sehnal, Kai Blin, Satria Ardhe Kautsar, Azat Tagirdzhanov, Alexey A. Gurevich, Shrikant Subhash Mantri, Christian von Mering, Daniel Udwary, Marnix H. Medema, Tilmann Weber, Nadine Ziemert

The paper introduces the BGC Atlas, a web resource that explores BGC diversity in metagenomes, identifying nearly 1.8 million BGCs and showing RiPPs as the most abundant compound class.

Nucleic Acids Research · Oct 9, 2024Peer-reviewedBioinformatics