Author

Samantha Wells

Cleveland Clinic

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Neuroscience· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:differential expression· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Lu Wang· 1 shared Matheus AraújoiD· 1 shared Nengah Hariadi· 1 shared Reena MehraiD· 1 shared S. Carl· 1 shared Samer GhosniD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Lu Wang

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Machine Learning Electroencephalography Biomarkers Predictive of Epworth Sleepiness Scale

Matheus Araújo, Samer Ghosn, Lu Wang, Nengah Hariadi, Samantha Wells, S. Carl, 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.

bioRxiv · Jun 29, 2022 · PreprintNeuroscience