Evidence map›Paper›PMID 42452681›Full record

ArticleJournal of clinical medicine2026

Opportunistic Osteoporosis Screening from Routine Knee Radiographs Using a Multi-Stage CNN Framework with External Validation.

Nitiphoom Sinnathakorn, Chanon Fahpinyo, Watcharaporn Cholamjiak, Suthep Suantai

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

4 authors.

Nitiphoom SinnathakornSchool of Medicine, University of Phayao, Phayao 56000, Thailand.
Chanon FahpinyoSchool of Medicine, University of Phayao, Phayao 56000, Thailand.
Watcharaporn CholamjiakSchool of Science, University of Phayao, Phayao 56000, Thailand.ORCID 0000-0002-8563-017X
Suthep SuantaiResearch Center in Optimization and Computational Intelligence for Big Data Prediction, Department of Mathematics, Faculty of Science, Chiang Mai University, Chiang Mai 50200, Thailand.

Funding

University of Phayao 2253/2568
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

CNN frameworkexternal validationfeature extractionknee X-rayosteoporosis

Identifiers

PMID42452681
PMCPMC13362901

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.