Author

Mostafa M Abbas

Geisinger Medical CenterORCID 0000-0001-6781-5384Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Yasser EL‐ManzalawyiD· 2 shared Halima BensmailiD· 1 shared John MattaiD· 1 shared Tayo Obafemi-AjayiiD· 1 shared Thanh LeiD· 1 shared Vasant HonavariD· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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2 shared papersBioinformatics

Yasser EL‐ManzalawyORCID

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2 papers

Recent·Most cited

BioinformaticsBMC Medical GenomicsPeer-reviewedAug 28, 2020

Machine Learning Based Refined Differential Gene Expression Analysis of Pediatric Sepsis

Mostafa M Abbas, Yasser EL‐Manzalawy

This study refines differential gene expression analysis using machine learning to identify a 10-gene signature for predicting pediatric sepsis mortality with an AUC of 0.89.

66 citations

humanbulk RNA-seq

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BioinformaticsPLoS ONEPeer-reviewedNov 22, 2019

Biomarker discovery in inflammatory bowel diseases using network-based feature selection

Mostafa M Abbas, John Matta, Thanh Le…·Yasser EL‐Manzalawy

This study develops a network-based biomarker discovery framework for IBD using metagenomics data and shows it performs well, especially with small datasets.

29 citations

humanmetagenomics

𝕏 PostBluesky