Author

Karma Hayek

Brown UniversityORCID 0000-0002-6743-0027Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Cancer Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Research Focus:drug response / drug discovery· 2 Organism:human· 2 Research Focus:cancer & tumor microenvironment· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Research Focus:host-pathogen & immune response· 1 Organism:mouse· 1

Frequent Co-Authors

An Ngo‐HuangiD· 1 shared Bella Samia GuerrouaheniD· 1 shared Christopher G. AzzoliiD· 1 shared Ece Dilber Gamsiz UzuniD· 1 shared Florencia M. McAllisteriD· 1 shared Guanshu LiuiD· 1 shared Hannah SavageiD· 1 shared Hetal PateliD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperCancer Biology

An Ngo‐HuangORCID

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2 papers

Recent·Most cited

Cancer BiologyCancer ResearchPeer-reviewedJun 18, 2026

Aerobic exercise promotes PDAC vascular normalization through S1PR1 signaling in tumor endothelial cells

Riccardo Ballarò, Truong Lam, Sumedha Pareek…·Keri Schadler

This study shows aerobic exercise improves PDAC vascular function and chemotherapy efficacy via S1PR1 signaling in tumor endothelial cells.

2 citations

BioinformaticsbioRxivPreprintMay 18, 2026

A Multimodal Neural Network Model for Early Recurrence Prediction in Lung Adenocarcinoma

Jessica Patricoski, Karma Hayek, Ritambhara Singh…·Ece Dilber Gamsiz Uzun

The paper develops a deep learning model called PLASMA to predict early recurrence of lung adenocarcinoma using clinical, mRNA expression, and mutation data, achieving high AUROC scores in validation sets.

DOI 10.64898/2026.05.14.725244

humanbulk RNA-seq