Author

Silvia Federica Cotroneo

Aalto UniversityORCID 0000-0003-3882-0242Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:electronic health records· 2 Approach:statistical model· 2 Research Focus:batch correction / integration· 1 Research Focus:benchmarking· 1 Organism:human· 1

Frequent Co-Authors

Anni Hukari· 1 shared Hanna RenvalliD· 1 shared Mia LiljeströmiD· 1 shared Pantelis LioumisiD· 1 shared Riitta H. SalmeliniD· 1 shared Salla AuttiiD· 1 shared Sara TuomaalaiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 11 mutual co-author links

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1 shared paperNeuroscience

Anni Hukari

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2 papers

Recent·Most cited

NeuroscienceNeuroinformaticsPeer-reviewedSep 16, 2026

Estimating mutual information and Pearson correlation on neural evoked responses

Anni Hukari, Silvia Federica Cotroneo, Riitta H. Salmelin

This paper compares Pearson correlation and mutual information estimators for analyzing neural evoked responses, identifying parameter settings and trade-offs for reliable similarity measures.

DOI 10.1007/s12021-026-09784-3

electronic health recordsstatistical model

𝕏 PostBluesky

NeuroscienceImaging NeurosciencePeer-reviewedJan 1, 2025

Automated speech artefact removal from MEG data utilizing facial gestures and mutual information

Sara Tuomaala, Salla Autti, Silvia Federica Cotroneo…·Mia Liljeström

This paper introduces an automated method to remove speech artefacts from MEG data using EMG and mutual information, improving the analysis of speech-related neural activity.

2 citations

humanelectronic health records

𝕏 PostBluesky