Author

M. Ferrara

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M. FerraraiD1 paper · University of L'Aquila

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Aurora D’AtriiD· 1 shared Domenico CoriglianoiD· 1 shared Federico SalfiiD· 1 shared Giulia AmicucciiD· 1 shared J. AxelssoniD· 1 shared Samantha MombelliiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Aurora D’AtriORCID

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1 paper

Recent·Most cited

The potential of ensemble-based automated sleep staging on single-channel EEG signal from a wearable device

Federico Salfi, Domenico Corigliano, Giulia Amicucci, Samantha Mombelli, Aurora D’Atri, J. Axelsson, M. Ferrara

This paper tests an ensemble of sleep staging algorithms on single-channel EEG from a wearable device, achieving high accuracy comparable to expert PSG scoring.

Journal of Sleep Research · Jan 19, 2026Peer-reviewedNeuroscience