Evidence map›Paper›PMID 40725843›Full record

ReviewJournal of clinical medicine2025

The Role of Artificial Intelligence in the Diagnosis and Management of Diabetic Retinopathy.

Areeb Ansari, Nabiha Ansari, Usman Khalid, Daniel Markov, Kristian Bechev, Vladimir Aleksiev, Galabin Markov, Elena Poryazova

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Legal Frameworks for AI-driven Diagnostics and Robotic Surgery.Acta informatica medica : AIM : journal of the Society for Medical Informatics of Bosnia & Herzegovina : casopis Drustva za medicinsku informatiku BiH · 2025
    Review
  3. 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

8 authors.

Areeb AnsariFaculty of Medicine, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.ORCID 0009-0002-7417-4989
Nabiha AnsariFaculty of Medicine, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.ORCID 0009-0005-3113-5789
Usman KhalidFaculty of Medicine, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.ORCID 0009-0004-9425-2539
Daniel MarkovDepartment of General and Clinical Pathology, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.ORCID 0000-0003-4015-3514
Kristian BechevDepartment of General and Clinical Pathology, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.ORCID 0009-0007-1460-3522
Vladimir AleksievDepartment of Thoracic Surgery, University Hospital "Kaspela", 4002 Plovdiv, Bulgaria.ORCID 0009-0004-7860-6632
Galabin MarkovFaculty of Medicine, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.ORCID 0009-0006-9169-5945
Elena PoryazovaDepartment of General and Clinical Pathology, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencediabetes mellitusdiabetic retinopathyhealthcare accessibilityscreening

Identifiers

PMID40725843
PMCPMC12296123

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.