Evidence map›Paper›PMID 39941201›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Lightweight Deep Learning Framework for Accurate Detection of Sports-Related Bone Fractures.

Akmalbek Abdusalomov, Sanjar Mirzakhalilov, Sabina Umirzakova, Otabek Ismailov, Djamshid Sultanov, Rashid Nasimov, Young-Im Cho

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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.

Akmalbek AbdusalomovDepartment of Computer Engineering, Gachon University, Seongnam 13120, Republic of Korea.ORCID 0000-0001-5923-8695
Sanjar MirzakhalilovDepartment of Computer Systems, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan.ORCID 0000-0002-3642-8813
Sabina UmirzakovaDepartment of Computer Engineering, Gachon University, Seongnam 13120, Republic of Korea.
Otabek IsmailovInternational School of Finance Technology and Science, ISFT Institute, Tashkent 100200, Uzbekistan.
Djamshid SultanovDepartment of Computer Systems, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan.
Rashid NasimovDepartment of Artificial Intelligence, Tashkent State University of Economics, Tashkent 100066, Uzbekistan.
Young-Im ChoDepartment of Computer Engineering, Gachon University, Seongnam 13120, Republic of Korea.ORCID 0000-0003-0184-7599

Funding

Korea Agency for Technology and Standards in 2022 1415180835; 1415181629 ; 1415181638
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

bone fracture detectionlightweight deep learningradiographic analysisreal-time diagnosticssports medicine

Identifiers

PMID39941201
PMCPMC11817171

What OpenQuestion 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 OpenQuestion graph.