Author

Md Jobayer

BRAC UniversityORCID 0000-0002-9044-1488Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1 Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:Drosophila· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1

Frequent Co-Authors

Ahmed Zoha Zim· 1 shared Alexander Taylor· 1 shared Imon Mahbub· 1 shared K.M Fatin Mesbah· 1 shared Khandaker Asif AhmediD· 1 shared Md Rakibul HasaniD· 1 shared Md Zakir HossainiD· 1 shared Md. Mehedi Hasan ShawoniD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 16 mutual co-author links

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1 shared paperBioengineering

Ahmed Zoha Zim

Mutual co-authors in cluster

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2 papers

Recent·Most cited

BioengineeringbioRxivPreprintOct 14, 2025

Enhancing Medical Image Segmentation through Negative Sample Integration: A Study on Kvasir-SEG and Augmented Datasets

Imon Mahbub, Ahmed Zoha Zim, Talha Imran…·Md. Mehedi Hasan Shawon

This study compares U-Net, SegNet, and ResNet for colorectal polyp segmentation, finding U-Net performs best with negative samples included.

1 citation

imagingdeep learning

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BioinformaticsNeural Computing and ApplicationsPeer-reviewedFeb 21, 2025

Machine Learning to Predict Gut Microbiomes of Agricultural Pests

Md Jobayer, Alexander Taylor, Md Rakibul Hasan…·Md Zakir Hossain

This paper develops three machine learning models to predict gut microbiome composition in fruit flies using metagenomic data, with the best model achieving a mean Coefficient of Variance of 1.25.

1 citation

Drosophilametagenomics

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