Evidence map›Paper›PMID 41899025›Full record

ArticleJournal of clinical medicine2026

A Gated Attention-Based Multiple Instance Learning and Test-Time Augmentation Approach for Diagnosing Active Sacroiliitis in Sacroiliac Joint MRI Scans.

Zeynep Keskin, Onur İnan, Ömer Özberk, Reyhan Bilici, Sema Servi, Selma Özlem Çelikdelen, Mehmet Yıldırım

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. 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

7 authors.

Zeynep KeskinDepartment of Radiology, Konya City Hospital, Konya 42020, Turkey.ORCID 0000-0001-6496-8748
Onur İnanDepartment of Computer Engineering, Faculty of Technology, Selçuk University, Konya 42250, Turkey.ORCID 0000-0003-4573-7025
Ömer ÖzberkDepartment of Radiology, Konya City Hospital, Konya 42020, Turkey.ORCID 0000-0003-4004-4991
Reyhan BiliciDepartment of Rheumatology, Faculty of Medicine, Necmettin Erbakan University, Konya 42090, Turkey.ORCID 0000-0002-2523-1695
Sema ServiDepartment of Computer Engineering, Faculty of Technology, Selçuk University, Konya 42250, Turkey.ORCID 0000-0003-2069-9085
Selma Özlem ÇelikdelenDepartment of Internal Medicine, Konya City Hospital, Konya 42020, Turkey.ORCID 0009-0000-8546-0070
Mehmet YıldırımDepartment of Internal Medicine, Konya City Hospital, Konya 42020, Turkey.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

axial spondyloarthritisgated attentionmagnetic resonance imagingmultiple instance learningsacroiliitis

Identifiers

PMID41899025
PMCPMC13027092

What OpenQuestion holds

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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.