Author

María Sierra-Torralba

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

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Eduardo López‐LarraziD· 1 shared Javier MíngueziD· 1 shared Jens G. KlinzingiD· 1 shared Luis MontesanoiD· 1 shared Martín Esparza-IaizzoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperNeuroscience

Eduardo López‐LarrazORCID

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1 paper

Recent·Most cited

NeuroscienceComputers in Biology and MedicinePeer-reviewedFeb 27, 2026

Automatic sleep scoring for real-time monitoring and stimulation in individuals with and without sleep apnea

Martín Esparza-Iaizzo, María Sierra-Torralba, Jens G. Klinzing…·Eduardo López‐Larraz

This study evaluates automatic sleep scoring using EEG data from healthy and sleep apnea patients, finding that single-channel scoring is reliable and real-time methods match offline accuracy, though performance drops in clinical populations.

3 citationstop 2%

humanelectronic health records

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