Author

Samer Ghosn

Cleveland ClinicORCID 0000-0001-5909-605XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 2 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Organism:human· 1 Assay:imaging· 1 Organism:mouse· 1

Frequent Co-Authors

Aditya Roy· 1 shared Anagha Chandrasekharan· 1 shared Ananya Veerubhotla· 1 shared Carl Y. SaabiD· 1 shared Eric Y. Lu· 1 shared Ian Beeck· 1 shared Ki-Soo JeongiD· 1 shared Lu Wang· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperNeuroscience

Aditya Roy

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintJun 23, 2026

Automated detection of blink reflexes evoked by optogenetic stimulation of TRPV1-expressing corneal nociceptors in transgenic mice

Ki-Soo Jeong, Matthew T. McPheeters, Anagha Chandrasekharan…·Carl Y. Saab

The paper introduces an automated method to detect blink reflexes in transgenic mice using optogenetic stimulation of TRPV1-expressing corneal nociceptors, achieving high accuracy with machine learning classifiers.

DOI 10.64898/2026.06.18.733051

mouseimaging

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NeurosciencebioRxivPreprintJun 29, 2022

Machine Learning Electroencephalography Biomarkers Predictive of Epworth Sleepiness Scale

Matheus Araújo, Samer Ghosn, Lu Wang…·Reena Mehra

This study uses machine learning to identify EEG biomarkers predictive of Epworth Sleepiness Scale scores, achieving over 80% accuracy in distinguishing high vs low ESS groups.

1 citation

humanelectronic health records

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