Evidence map›Paper›PMID 42512088›Full record

ArticleBiomedicines2026

Uncertainty-Aware Prediction Across Endoscopic Domains: Laryngeal Narrow-Band and Gastrointestinal Imaging.

Behnam Kiani Kalejahi, Sajid Khan, Murodbek Akhrorov, Mohammad Javad Rajabi, Ahmed Aziz

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Biomedicines, 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.

Behnam Kiani KalejahiDepartment of Computer Science, School of Applied Intelligence, Central Asian University, Tashkent 111211, Uzbekistan.ORCID 0000-0002-7118-0382
Sajid KhanDepartment of Computer Science, School of Applied Intelligence, Central Asian University, Tashkent 111211, Uzbekistan.
Murodbek AkhrorovMedical School, Central Asian University, Tashkent 111221, Uzbekistan.
Mohammad Javad RajabiFaculty of Data Science and Information Technology, INTI International University, Nilai 71800, Malaysia.
Ahmed AzizDepartment of Computer Science, School of Applied Intelligence, Central Asian University, Tashkent 111211, Uzbekistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

calibrationcontact endoscopydeep ensemblesdomain shiftgastrointestinal endoscopyhuman healthlaryngeal cancernarrow-band imagingselective predictionuncertainty quantification

Identifiers

PMID42512088
PMCPMC13406633

What OpenQuestion holds

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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.