Evidence mapPaperPMID 42279565Full record

ArticleDiagnostics (Basel, Switzerland)2026

Query-Driven Retinal Layer Segmentation in OCT Using Cross-Attentive Feature Learning.

Nebras Sobahi, Salih Taha Alperen Özçelik, Orhan Atila, Abdulkadir Sengur, Muhammed Halil Akpınar

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

5 authors.

Nebras SobahiDepartment of Electrical and Electronics Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia.ORCID 0000-0001-5788-5629
Salih Taha Alperen ÖzçelikDepartment of Electrical-Electronics Engineering, Faculty of Engineering, Bingol University, 12000 Bingol, Türkiye.ORCID 0000-0002-7929-7542
Orhan AtilaDepartment of Electrical-Electronics Engineering, Faculty of Technology, Firat University, 23100 Elazig, Türkiye.ORCID 0000-0001-7211-913X
Abdulkadir SengurDepartment of Electrical-Electronics Engineering, Faculty of Technology, Firat University, 23100 Elazig, Türkiye.ORCID 0000-0003-1614-2639
Muhammed Halil AkpınarDepartment of Electronics and Automation, Vocational School of Technical Sciences, Istanbul University-Cerrahpasa, 34098 Istanbul, Türkiye.

Funding

Fırat University TEKF.24.47
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cross-attentionmedical image segmentationOCTquery-based learningretinal layer segmentationtransformer

Identifiers

PMID42279565
PMCPMC13256827

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.