Author

Joy Prokash Debnath

Shahjalal University of Science and TechnologyORCID 0009-0007-2695-4098Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:database / resource· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Kabir HosseniD· 1 shared Md Mehrajul Islam· 1 shared Md. Arafat Alam KhandakeriD· 1 shared Preonath Chondrow DeviD· 1 shared Saifuddin Sarker· 1 shared Shawon Majid· 1 shared Siam Arefin· 1 shared Tanvir HossainiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Kabir HossenORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 25, 2025

omicML: An Integrative Bioinformatics and Machine Learning Framework for Transcriptomic Biomarker Identification

Joy Prokash Debnath, Kabir Hossen, Md. Arafat Alam Khandaker…·Tanvir Hossain

omicML identifies transcriptomic biomarkers by integrating data preprocessing, differential expression analysis, and machine learning for diagnostic model development.

DOI 10.1101/2025.10.25.684517

bulk RNA-seqmachine learning (classical)

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