Evidence mapPaperPMID 42355887Full record

ArticleJournal of clinical medicine2026

Explainable Lightweight AI for the Identification of Right-Sided Cardiac Dysfunction in a Saudi Arabian Diabetic Cohort.

Umar Hasan, Metab Algeffari, Haifa F Alhasson, Muhammad Ali Nayeem

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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.

Umar HasanDepartment of Electrical and Computer Engineering, School of Engineering and Physical Sciences, North South University, Dhaka 1229, Bangladesh.ORCID 0009-0009-6659-2006
Metab AlgeffariDepartment of Family and Community Medicine, College of Medicine, Qassim University, Buraydah 51452, Saudi Arabia.ORCID 0000-0002-0614-2558
Haifa F AlhassonDepartment of Information Technology, College of Computer, Qassim University, Buraydah 51452, Saudi Arabia.ORCID 0000-0002-6503-2826
Muhammad Ali NayeemDepartment of Computer Engineering, College of Computer, Qassim University, Buraydah 51452, Saudi Arabia.ORCID 0000-0003-4164-6492

Funding

Qassim University QU-APC-2026
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceclinical triagediabetes mellitusdigital healthechocardiographyexplainable AImachine learningrisk stratificationSaudi Arabiatricuspid valve dysfunction

Identifiers

PMID42355887
PMCPMC13301155

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.