Author

Vimi Sunil Mutalik

University of ManitobaORCID 0000-0002-6100-4780Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:machine learning (classical)· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell-cell communication· 1 Assay:metagenomics· 1

Frequent Co-Authors

Anil Menon· 2 shared Iman BeheshtiiD· 2 shared Prashen ChelikaniiD· 2 shared Saeid GhavamiiD· 2 shared Amir Barzegar BehrooziD· 1 shared Anastasia Kelekis‐Cholakis· 1 shared Hamid Latifi‐NavidiD· 1 shared Hannah Shi· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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2 shared papersCancer Biology

Anil Menon

Mutual co-authors in cluster

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2 papers

Recent·Most cited

Cancer BiologybioRxivPreprintAug 28, 2026

Cross cohort oral microbiome meta-analysis identifies shared OPMD OSCC dysbiosis while machine learning exposes limits of OSCC classifier transportability

Hannah Shi, Marziyeh Shafizadeh, Lala Rukh…·Saeid Ghavami

The paper identifies shared microbial dysbiosis in OPMD and OSCC across cohorts and evaluates the transportability of an OSCC classifier, finding limited diagnostic utility.

1 citation

humanmetagenomics

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Cancer BiologybioRxivPreprintDec 29, 2025

Hierarchical Machine Learning Uncovers Topological Signatures of Autophagy Regulation by Oral Bacteria in Oral Squamous Cell Carcinoma

Hamid Latifi‐Navid, Mahdi Akhavan, Pooya Jalali…·Saeid Ghavami

The paper uses hierarchical machine learning to identify topological differences in autophagy networks between pathogenic and commensal oral bacteria in OSCC.

1 citation

humanbulk RNA-seq

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