Author

Md. Shahjaman

Begum Rokeya UniversityORCID 0000-0001-7434-922XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 3 Research Focus:differential expression· 3 Approach:statistical model· 3 Organism:human· 2 Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1

Frequent Co-Authors

Julian M.W. QuinniD· 2 shared Md Rezanur RahmaniD· 2 shared Mohammad Ali MoniiD· 2 shared R. M. Damian HolsingeriD· 2 shared Tania IslamiD· 2 shared Fazlul HuqiD· 1 shared Md. Rezaul Karim· 1 shared Snigdha Sarkar· 1 shared

Activity by Year

2019-2022 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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2 shared papersSystems Biology

Julian M.W. QuinnORCID

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3 papers

Recent·Most cited

BioinformaticsbioRxivPreprintNov 2, 2022

IPLS-LDA: An Improved Partial Least Square Discriminant Analysis for Heterogeneous Transcriptomics and Metabolomics Data Analysis

Snigdha Sarkar, Md. Shahjaman, Sukanta Das

The paper introduces IPLS-LDA, an improved PLS-LDA method for analyzing heterogeneous transcriptomics and metabolomics data, achieving higher accuracy than existing SML methods.

DOI 10.1101/2022.11.02.514959

bulk RNA-seqmetabolomics

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Systems BiologybioRxivPreprintApr 2, 2019

Identification of biomarkers and pathways to identify novel therapeutic targets in Alzheimers disease: Insights from a systems biomedicine perspective

Md Rezanur Rahman, Tania Islam, Toyfiquz Zaman…·Mohammad Ali Moni

This study identifies blood-based biomarker signatures and candidate drugs for Alzheimer's disease through integrative transcriptomics and network analyses.

19 citations

humanbulk RNA-seq

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NeurosciencebioRxivPreprintJan 14, 2019

Identification of common molecular biomarker signatures in blood and brain of Alzheimers disease

Md Rezanur Rahman, Tania Islam, Md. Shahjaman…·Mohammad Ali Moni

The paper identifies common molecular biomarker signatures in blood and brain tissues of Alzheimer's disease patients, revealing shared gene expression patterns and regulatory elements.

24 citations

humanbulk RNA-seq

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