Evidence map›Paper›PMID 42351936›Full record

ReviewBioengineering (Basel, Switzerland)2026

Application of Artificial Intelligence for Predicting Sports Injuries and Customizing Personalized Prevention Strategies: A Scoping Review.

Wissem Dhahbi, Nidhal Jebabli, Marouen Souaifi, Halil İbrahim Ceylan, Helmi Ben Saad, Karim Chamari, David B Pyne, Helmi Chaabene

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Bioengineering (Basel, Switzerland), 2026. 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. Trial
  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

8 authors.

Wissem DhahbiResearch Unit "Sport Sciences, Health and Movement", High Institute of Sports and Physical Education of Kef, University of Jendouba, Kef 7100, Tunisia.ORCID 0000-0001-6221-546X
Nidhal JebabliResearch Unit "Sport Sciences, Health and Movement", High Institute of Sports and Physical Education of Kef, University of Jendouba, Kef 7100, Tunisia.ORCID 0000-0002-6328-4915
Marouen SouaifiResearch Unit "Sport Sciences, Health and Movement", High Institute of Sports and Physical Education of Kef, University of Jendouba, Kef 7100, Tunisia.ORCID 0009-0002-3387-9886
Halil İbrahim CeylanFaculty of Sports Sciences, Atatürk University, Erzurum 25240, Türkiye.ORCID 0009-0005-2214-4667
Helmi Ben SaadHeart Failure Research Laboratory (LR12SP09), Farhat HACHED Hospital, Faculty of Medicine of Sousse, University of Sousse, Sousse 4054, Tunisia.ORCID 0000-0002-7477-2965
Karim ChamariNaufar Center, Doha P.O. Box 93097, Qatar.ORCID 0000-0001-9178-7678
David B PyneResearch Institute for Sport and Exercise, University of Canberra, Canberra, ACT 2601, Australia.ORCID 0000-0003-1555-5079
Helmi ChaabeneDivision of Cardiology and Angiology, University Hospital Magdeburg, Otto-von-Guericke University Magdeburg, 39120 Magdeburg, Germany.ORCID 0000-0001-7812-7931

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

biomechanical load monitoringethical frameworkspredictive injury modellingsports medicinewearable sensor technology

Identifiers

PMID42351936
PMCPMC13296066

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.