Evidence map›Paper›PMID 42649830›Full record

ArticleBioengineering (Basel, Switzerland)2026

Validation of Consumer-Grade 3D Scanners for Clinical Facial Reconstruction: Comparison with a Professional Structured-Light Reference System.

Bibiána Ondrejová, Branko Štefanovič, Katarína Dudová, Lyzette Yeboah-Kyeremeh, Jaroslav Majerník, Jozef Živčák

Abstract read
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

6 authors.

Bibiána OndrejováDepartment of Biomedical Engineering and Measurement, Faculty of Mechanical Engineering, Technical University of Košice, Lerná 1/9, 040 01 Košice, Slovakia.ORCID 0000-0001-7604-5342
Branko ŠtefanovičDepartment of Biomedical Engineering and Measurement, Faculty of Mechanical Engineering, Technical University of Košice, Lerná 1/9, 040 01 Košice, Slovakia.ORCID 0000-0002-8072-867X
Katarína DudováDepartment of Biomedical Engineering and Measurement, Faculty of Mechanical Engineering, Technical University of Košice, Lerná 1/9, 040 01 Košice, Slovakia.ORCID 0009-0000-0587-9171
Lyzette Yeboah-KyeremehDepartment of Biomedical Engineering and Measurement, Faculty of Mechanical Engineering, Technical University of Košice, Lerná 1/9, 040 01 Košice, Slovakia.
Jaroslav MajerníkDepartment of Medical Informatics and Simulator Medicine, Faculty of Medicine, Pavol Jozef Šafárik University in Košice, 040 11 Košice, Slovakia.ORCID 0000-0003-1942-0497
Jozef ŽivčákDepartment of Biomedical Engineering and Measurement, Faculty of Mechanical Engineering, Technical University of Košice, Lerná 1/9, 040 01 Košice, Slovakia.ORCID 0000-0003-4316-5107

Funding

Cultural and Educational Grant Agency of the Ministry of Education, Science, Research and Sport of the Slovak Republic 054TUKE-4/2025Research and Innovation Authority (VAIA) - Office of the Deputy Prime Minister for the EU Re-covery Plan and the Knowledge Economy 09I03-03-V04-00645Slovak Research and Development Agency APVV-22-0340
6 · The paper itself

Abstract

Three-dimensional facial scanning is an important tool in reconstructive surgery and burn medicine for objective documentation, treatment planning, and fabrication of patient-specific devices. While professional structured-light scanners provide high geometric accuracy, their cost limits routine implementation. Several low-cost consumer-grade alternatives are available; however, their accuracy for clinically relevant facial applications remains insufficiently validated. Thirty volunteers were initially recruited for facial scanning. Two participants withdrew from further scanning for personal reasons, resulting in a main study cohort of 28 participants. Complete datasets from all 28 participants were available for Artec Eva, Revopoint MIRACO, and Creality CR-Scan 01, whereas 22 Kiri Engine datasets met the predefined quality criteria for smartphone photogrammetry analysis. Facial scans acquired using Revopoint MIRACO, Creality CR-Scan 01, and Kiri Engine were compared with a professional structured-light scanner (Artec Eva) used as the reference system. Six clinically relevant inter-landmark distances were analysed together with global surface deviation relative to Artec Eva reference using Cloud-to-Mesh analysis. Agreement was evaluated using mean signed differences, mean absolute error (MAE), intraclass correlation coefficients (ICC), Bland-Altman analysis, and post-hoc statistical testing. Both MIRACO and CR-Scan demonstrated favourable geometric agreement with the Artec Eva reference. Global surface RMSE relative to Artec Eva reference was 0.72 ± 0.24 mm for MIRACO and 0.57 ± 0.17 mm for CR-Scan, compared with 1.41 ± 0.58 mm for Kiri Engine. More than 90% of facial surface points were within 1 mm of the reference model for MIRACO (91 ± 8%) and CR-Scan (93 ± 7%), whereas Kiri Engine achieved 68 ± 16%. Pooled ICC values ranged from 0.998 to 0.999 across the evaluated systems. Pairwise comparisons showed no significant difference between MIRACO and CR-Scan (

Indexed as

3D scanningburn medicinefacial anthropometrygeometric accuracyreconstructive surgerystructured-light scanning

Identifiers

PMID42649830
PMCPMC13509590

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.