Author

Susanne Merz

Aalto UniversityORCID 0000-0001-8638-0267Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Assay:electronic health records· 2 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1

Frequent Co-Authors

Riitta H. SalmeliniD· 2 shared Anttoni OjanperäiD· 1 shared Ersin YılmaziD· 1 shared Hanna RenvalliD· 1 shared Joonas KarhulaiD· 1 shared Leena LauroneniD· 1 shared Mia LiljeströmiD· 1 shared Sampsa VanhataloiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 25 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

2 shared papersNeuroscience

Riitta H. SalmelinORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

NeuroscienceHuman Brain MappingPeer-reviewedAug 1, 2026

Machine learning on magnetoencephalography data yields generalizable low-dimensional neural fingerprints that distinguish individuals across task conditions

Joonas Karhula, Anttoni Ojanperä, Ersin Yılmaz…·Riitta H. Salmelin

The paper uses lnBRRR to create low-dimensional neural fingerprints from MEG data that distinguish individuals across tasks, showing they are generalizable and intrinsic.

DOI 10.1002/hbm.70618

electronic health recordsstatistical model

𝕏 PostBluesky

NeurosciencebioRxivPreprintMay 2, 2025

Capturing individual variation in children's oscillatory brain activity during nREM sleep

Verna Heikkinen, Susanne Merz, Riitta H. Salmelin…·Hanna Renvall

This study uses Bayesian reduced-rank regression to extract stable neural fingerprints from EEG data of children during nREM sleep, showing increased fingerprint stability with age.

DOI 10.1101/2025.05.02.651817

humanelectronic health records

𝕏 PostBluesky