Evidence map›Paper›PMID 42510159›Full record

ArticleDiagnostics (Basel, Switzerland)2026

An Explainable Quality-Aware ECG-PCG Fusion for Cardiovascular Disease Detection Using Robust Feature Modeling.

Faiq A Mohammed Bargarai, Sagvan Ali Saleh, Abdulkadir Sengur

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

3 authors.

Faiq A Mohammed BargaraiNetworks Department, Bardarash Technical Institute, Akre University for Applied Sciences, Kurdistan Region, Akre 42004, Iraq.ORCID 0009-0006-5051-9910
Sagvan Ali SalehElectrical and Computer Engineering, College of Engineering, University of Duhok, Duhok 99454, Iraq.
Abdulkadir SengurElectrical-Electronics Engineering Department, Technology Faculty, Firat University, Elazig 23119, Turkey.ORCID 0000-0003-1614-2639

Funding

Fırat University TEKF.26.50
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cardiovascular diseaseselectrocardiogramsexplainabilityphonocardiogramsquality-aware fusion

Identifiers

PMID42510159
PMCPMC13409437

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.