Author

Elena Vartiainen

University of TurkuORCID 0009-0005-3620-2506Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:imaging· 5 Approach:statistical model· 5 Organism:human· 4 Research Focus:dimensionality reduction· 2 Research Focus:spatial domain detection· 2 Research Focus:batch correction / integration· 1 Research Focus:benchmarking· 1 Research Focus:clustering· 1

Frequent Co-Authors

Ashmeet JollyiD· 5 shared Elmo P. PulliiD· 5 shared Hasse KarlssoniD· 5 shared Hilyatushalihah Kholis AudahiD· 5 shared Ilkka SuuroneniD· 5 shared Jetro J. TuulariiD· 5 shared Linnea KarlssoniD· 5 shared Silja LuotoneniD· 5 shared

Activity by Year

2024-2026 · peak 3/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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5 shared papersNeuroscience

Ashmeet JollyORCID

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5 papers

Recent·Most cited

NeurosciencebioRxivPreprintMar 25, 2026

Functional connectome harmonics capture early brain organization and maturity in neonates

Aylin Rosberg, Isabella L. C. Mariani Wigley, Aaron Barron…·Jetro J. Tuulari

This study uses functional connectome harmonics to analyze neonatal brain gradients and finds that power and energy metrics differ between term and preterm neonates, predicting postmenstrual age.

DOI 10.64898/2026.03.25.714150

humanimaging

𝕏 PostBluesky

NeurosciencebioRxivPreprintOct 26, 2025

skiftiTools: An R package for reading, writing, analysing, and visualising, tract-based spatial statistics (TBSS) derived diffusion MR images

Jetro J. Tuulari, Aaron Barron, Ashmeet Jolly…·Harri Merisaari

skiftiTools enables statistical analysis and visualization of TBSS-derived diffusion MRI data using R, supporting advanced modeling and data manipulation.

DOI 10.1101/2025.10.26.684698

imagingstatistical model

𝕏 PostBluesky

NeurosciencebioRxivPreprintMay 28, 2025

Neonatal White Matter Microstructure Predicts Infant Attention Disengagement from Fearful Faces

Hilyatushalihah Kholis Audah, Elmo P. Pulli, Saara Nolvi…·Eeva‐Leena Kataja

The paper links neonatal white matter microstructure to attention disengagement from fearful faces in infants using diffusion MRI and eye tracking.

DOI 10.1101/2025.05.28.655764

humanimaging

𝕏 PostBluesky

NeuroscienceEuropean PsychiatryPeer-reviewedJan 1, 2025

Pre- and postnatal maternal depressive symptoms associate with local connectivity of the left amygdala in 5-year-olds

Elena Vartiainen, Anni Copeland, Elmo P. Pulli…·Jetro J. Tuulari

The paper examines the association between maternal depressive symptoms and left amygdala connectivity in 5-year-olds, finding a positive link with local ReHo values.

2 citations

humanimaging

𝕏 PostBluesky

NeurosciencebioRxivPreprintJan 18, 2024

The FinnBrain Multimodal Neonatal Template and Atlas Collection: T1, T2, and DTI brain templates, and accompanying cortical and subcortical atlases

Jetro J. Tuulari, Aylin Rosberg, Elmo P. Pulli…·John D. Lewis

The paper introduces a multi-contrast neonatal brain template and atlases to improve image processing and spatial normalization in neonatal neuroimaging.

3 citations

humanimaging

𝕏 PostBluesky