Evidence map›Paper›PMID 42882298›Full record

ArticleDiagnostics (Basel, Switzerland)2026

An Interpretable Framework for Identifying EEG Spectral Biomarkers of Pathological Brain Aging.

Yunier Prieur-Coloma, Pavel Prado, Wael El-Deredy, Alejandro Weinstein

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 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

4 authors.

Yunier Prieur-ColomaAdvanced Center for Electrical and Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso 2340000, Chile.ORCID 0000-0003-0869-8215
Pavel PradoFacultad de Ciencias de la Rehabilitación y Calidad de Vida, Universidad San Sebastián, Santiago de Chile 8420524, Chile.ORCID 0000-0002-1324-6400
Wael El-DeredyValgrAI-Valencian Graduate School and Research Network for Artificial Intelligence, 46022 Valencia, Spain.ORCID 0000-0002-9822-1092
Alejandro WeinsteinDepartment of Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso 2340000, Chile.ORCID 0000-0003-1486-7003

Funding

Agencia Nacional de Investigación y Desarrollo 13240064Agencia Nacional de Investigación y Desarrollo BASAL CIA250006Agencia Nacional de Investigación y Desarrollo FONDECYT 1231132Agencia Nacional de Investigación y Desarrollo FONDECYT 1241695Agencia Nacional de Investigación y Desarrollo FONDECYT 1260530Agencia Nacional de Investigación y Desarrollo FONDECYT 3260279
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

brain agingEEG biomarkerselectroencephalographyexplainable machine learningneurodegenerative disorders

Identifiers

PMID42882298
PMCPMC13664103

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.