Evidence map›Paper›PMID 42779620›Full record

ArticlebioRxiv : the preprint server for biology2026

Eigenvalue Signatures Reveal Residual Motion Effects Across Resting-State fMRI Denoising Strategies.

Lejian Huang, Andrew D Vigotsky, A Vania Apkarian

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Lejian HuangDepartment of Neuroscience, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
Andrew D VigotskyDepartments of Biomedical Engineering and Statistics, Northwestern University, Evanston, IL 60208, USA.
A Vania ApkarianDepartment of Neuroscience, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.

Funding

Rodent Behavior CoreP50DA044121 · NIDA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI APKARIAN, APKAR VANIA · 2018 to 2022
$9.0M
NIDA NIH HHS P50 DA044121
6 · The paper itself

Abstract

The eigenvalue structure of resting-state fMRI (RS-fMRI) signals provides a compact representation of its variance-covariance structure, yet the information it encodes remains unclear. In this study, we introduce an eigenvalue-based framework to characterize RS-fMRI data using two features derived from the eigenspectrum: the log10-transformed first eigenvalue (log

Indexed as

denoising performanceeigenspectrumeigenvalue of RS-fMRIresidual motion

Identifiers

PMID42779620
PMCPMC13596168

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.