Evidence map›Paper›PMID 42194273›Full record

ArticleBioengineering (Basel, Switzerland)2026

Automatic Infant Movement Assessment Using Pose-LBP Features and a Cost-Sensitive Subspace kNN Ensemble.

Ali Ari, Pelin Atalan Efkere, Ecem Yıldız Çangur, Kamile Uzun Akkaya, Berna Gurler Ari, Bülent Elbasan, Abdulkadir Sengur, Yan Tian

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Bioengineering (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

8 authors.

Ali AriDepartment of Computer Engineering, Faculty of Technology, Gazi University, Ankara 06654, Turkey.ORCID 0000-0002-5071-6790
Pelin Atalan EfkereDepartment of Physical Therapy and Rehabilitation, Faculty of Health Sciences, Gazi University, Ankara 06654, Turkey.ORCID 0000-0001-5571-237X
Ecem Yıldız ÇangurDepartment of Physical Therapy and Rehabilitation, Faculty of Health Sciences, Gazi University, Ankara 06654, Turkey.ORCID 0000-0002-3631-9502
Kamile Uzun AkkayaDepartment of Physical Therapy and Rehabilitation, Faculty of Health Sciences, Gazi University, Ankara 06654, Turkey.ORCID 0000-0003-3608-5192
Berna Gurler AriDepartment of Computer Engineering, Engineering Faculty, Turkish National Defence University, Ankara 06654, Turkey.ORCID 0000-0003-1000-2619
Bülent ElbasanDepartment of Physical Therapy and Rehabilitation, Faculty of Health Sciences, Gazi University, Ankara 06654, Turkey.ORCID 0000-0001-8714-0214
Abdulkadir SengurElectrical and Electronics Engineering, Faculty of Technology, Fırat University, Elazığ 23100, Turkey.ORCID 0000-0003-1614-2639
Yan TianSchool of Computer Science, Zhejiang Gongshang University, Hangzhou 310018, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cost-sensitive subspace k-nearest neighbor classifierinfant movement analysispose estimationpose local binary pattern

Identifiers

PMID42194273
PMCPMC13203337

What OpenQuestion holds

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Registered trials

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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.