Evidence map›Paper›PMID 41438727›Full record

ReviewCureus2025

Effectiveness of Finite Element Modelling in Maxillofacial Surgery: A Review of Evidence from Saudi Arabia.

Mohammed Allahyani, Meshari A Alghamdi, Soltan Alzahrani, Khalid Al Zahrani, Ahmed Alghamdi, Khalid Alghamdi, Ahmed M Alghamdi, Muhannad Alghamdi, Ahmed S Alghamdi

Abstract readReview
In one paragraph

Review in Cureus, 2025. 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

9 authors.

Mohammed AllahyaniDepartment of Maxillofacial Surgery, King Abdullah Medical City, Makkah, SAU.
Meshari A AlghamdiCollege of Dentistry, Al Baha University, Al Baha, SAU.
Soltan AlzahraniCollege of Dentistry, Al Baha University, Al Baha, SAU.
Khalid Al ZahraniCollege of Dentistry, Al Baha University, Al Baha, SAU.
Ahmed AlghamdiCollege of Dentistry, Al Baha University, Al Baha, SAU.
Khalid AlghamdiDepartment of General Dentistry, Saudi Commission for Health Specialties (SCFHS), Taif, SAU.
Ahmed M AlghamdiCollege of Dentistry, Al Baha University, Al Baha, SAU.
Muhannad AlghamdiCollege of Dentistry, Al Baha University, Al Baha, SAU.
Ahmed S AlghamdiCollege of Dentistry, Al Baha University, Al Baha, SAU.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Finite Element Analysis (FEA) is a biomechanical simulation tool in surgical planning, but its adoption and methodological quality vary geographically, as a focused analysis of its application in Saudi Arabia is lacking. This review synthesized and evaluated the methodological rigor, biomechanical insights, and translational relevance of Saudi-based studies employing FEA in maxillofacial surgery. A systematic review was conducted following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines and a registered International Prospective Register of Systematic Reviews (PROSPERO) protocol. Databases were searched for studies with affiliation to Saudi Arabia. Methodological quality and risk of bias were assessed using a bespoke tool based on the FEA best practice. Certainty of evidence was evaluated using a modified Grading of Recommendations Assessment, Development, and Evaluation (GRADE) approach. Three eligible studies covered diverse applications, including mandibular reconstruction, orthognathic surgery, and cranioplasty. Quality assessment revealed methodological heterogeneity, as all studies used patient-specific or anatomically accurate models, but critical best practices have been inconsistently applied. Only one study reported a mesh convergence analysis, while none of the studies performed an experimental validation of their FEA biomechanical predictions. The overall risk of bias was rated moderate to high. Certainty of evidence for any biomechanical outcome was very low according to GRADE. Saudi-based FEA research on maxillofacial surgery is sparse and methodologically nascent. Although technical capabilities in model generation exist, critical gaps in numerical verification (mesh convergence) and experimental validation limit the reliability and translational potential of the findings, underscoring the need to establish standardized, high-quality research protocols to advance data-driven surgical planning in Saudi Arabia.

Indexed as

biomechanicsfinite element analysismaxillofacial surgerymethodological qualitysaudi arabiasystematic review

Identifiers

PMID41438727
PMCPMC12719330

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.