Evidence map›Paper›PMID 41597485›Full record

ReviewMedicina (Kaunas, Lithuania)2026

Artificial Intelligence Applied to Electrocardiograms Recorded in Sinus Rhythm for Detection and Prediction of Atrial Fibrillation: A Scoping Review.

Ziga Mrak, Franjo Husam Naji, Dejan Dinevski

Abstract readScoping ReviewReview
In one paragraph

Review in Medicina (Kaunas, Lithuania), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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.

Ziga MrakDepartment of Cardiology, University Clinical Centre Maribor, Ljubljanska Ulica 5, 2000 Maribor, Slovenia.
Franjo Husam NajiDepartment of Cardiology, University Clinical Centre Maribor, Ljubljanska Ulica 5, 2000 Maribor, Slovenia.
Dejan DinevskiFaculty of Medicine, University of Maribor, Taborska Ulica 8, 2000 Maribor, Slovenia.ORCID 0000-0001-5285-2246

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceAtrial FibrillationElectrocardiographyHumansartificial intelligenceatrial fibrillationdeep learningECGscoping review

Identifiers

PMID41597485
PMCPMC12843910

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.