Author

Maria Vesterinen

University of HelsinkiORCID 0009-0000-2841-369XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 3 Approach:statistical model· 3 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Assay:electronic health records· 1 Assay:multiome· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Jaakko Matias PalvaiD· 3 shared Paula Partanen· 3 shared Samanta KnapičiD· 3 shared Satu PalvaiD· 3 shared Alina SuleimanovaiD· 2 shared Vladislav O. MyroviD· 2 shared Wenya LiuiD· 2 shared Alexandra Andersson· 1 shared

Activity by Year

2024-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 39 mutual co-author links

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3 shared papersNeuroscience

Jaakko Matias PalvaORCID

Mutual co-authors in cluster

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3 papers

Recent·Most cited

NeuroscienceNature Mental HealthPeer-reviewedAug 31, 2026

Low-dimensional brain-symptom associations delineate depression phenotypes with distinct connectivity biomarkers and symptom profiles

Wenya Liu, Maria Vesterinen, Alexandra Andersson…·Satu Palva

The paper identifies five distinct depression phenotypes using MEG-oscillation functional connectivity and low-dimensional brain-symptom associations.

DOI 10.1038/s44220-026-00723-4

humanspatial transcriptomics

𝕏 PostBluesky

NeuroscienceImaging NeurosciencePeer-reviewedJan 1, 2026

Mitigating activity mixing with personalized whole-brain modeling

Alina Suleimanova, Vladislav O. Myrov, Samanta Knapič…·Jaakko Matias Palva

The paper develops a whole-brain modeling approach to mitigate activity mixing in neuroimaging data, improving brain-symptom correlation estimates and localization.

DOI 10.1162/imag.a.1461

humanmultiome

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NeurosciencebioRxivPreprintMay 8, 2024

Hierarchical whole-brain modeling of critical synchronization dynamics in human brain

Vladislav O. Myrov, Alina Suleimanova, Samanta Knapič…·Jaakko Matias Palva

This paper introduces a hierarchical Kuramoto model to simulate critical synchronization dynamics in the human brain and shows it aligns with MEG data on the subcritical side of a critical regime.

3 citations

humanelectronic health records

𝕏 PostBluesky