Evidence map›Paper›PMID 41063051›Full record

ArticleBMC oral health2025

Repeatability of gray value-based bone density measurements in cone beam computed tomography (CBCT) images under different acquisition protocols.

Luciano Augusto Cano Martins, Leszek Szalewski, Krzysztof Pałka, Paweł Kalinowski, Marcelo Gusmão Paraiso Cavalcanti, Ingrid Różyło-Kalinowska

Abstract read
In one paragraph

Article in BMC oral health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Trial
  2. Comparative Radiopacity of Additively Manufactured Permanent and Temporary Resins and Conventional Resin-Based Composites.Journal of esthetic and restorative dentistry : official publication of the American Academy of Esthetic Dentistry ... [et al.] · 2026
    Article
  3. Article
  4. 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

6 authors.

Luciano Augusto Cano MartinsDepartment of Stomatology, Division of Oral and Maxillofacial Radiology, School of Dentistry, University of São Paulo, Av. Prof. Lineu Prestes, 2227 - Cidade Universitária, Sao Paulo, 05508-000, Brazil. luciano_martins@usp.br.ORCID http://orcid.org/0000-0001-5159-8645
Leszek SzalewskiDigital Dentistry Lab, Faculty of Medical Dentistry, Medical University of Lublin, Lublin, Poland.ORCID http://orcid.org/0000-0003-1688-4982
Krzysztof PałkaDepartment of Materials Science and Engineering, Faculty of Mechanical Engineering of Lublin, Lublin University of Technology, Lublin, Poland.ORCID http://orcid.org/0000-0003-4920-4613
Paweł KalinowskiDepartment of Dental Hygiene and Epidemiology, Faculty of Medical Dentistry, Medical University of Lublin, Lublin, Poland.ORCID http://orcid.org/0000-0002-8582-0424
Marcelo Gusmão Paraiso CavalcantiDepartment of Stomatology, Division of Oral and Maxillofacial Radiology, School of Dentistry, University of São Paulo, Av. Prof. Lineu Prestes, 2227 - Cidade Universitária, Sao Paulo, 05508-000, Brazil.ORCID http://orcid.org/0000-0001-8011-9623
Ingrid Różyło-KalinowskaDepartment of Dental and Maxillofacial Radiodiagnostics, Faculty of Medical Dentistry, Medical University of Lublin, Lublin, Poland.ORCID http://orcid.org/0000-0001-5162-1382

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAccurate and repeatable assessment of bone density is a critical factor in dental implant planning, as it influences decisions related to implant size, site preparation, and primary stability, ultimately affecting treatment outcomes and long-term osseointegration. The variability in Cone-Beam Computed Tomography (CBCT) gray values across different acquisition protocols can compromise measurement repeatability, challenging the reliability of preoperative bone assessments. This study aimed to assess the repeatability of a gray value-based bone density measurement tool along three-thirds of a virtual implant in CBCT under different acquisition protocols.

methodsThree pork ribs (5 × 3 × 2 cm) were scanned three times each using a VistaVoxS 3D CBCT scanner under four acquisition protocols, varying field-of-view (5 × 5 and 13 × 5), kVp (98, 94, 79), mA (11, 9, 6), and voxel size (0.08 and 0.2 mm), resulting in 144 scans. A virtual implant (10 × 5.2 mm) was centered on each rib image, and gray values along the thirds of the implant were measured using AIS 3DAPP 5.0 software. Repeatability was assessed with Friedman's test, Kendall's agreement coefficient, and the chi-square test.

resultsThe mean CBCT gray values in the cervical region were significantly lower regardless of the protocol (p ≤ 0.5). Individual exposures differed but showed very good agreement (0.89-0.83).

conclusionsThe bone density tool showed reliable gray value measurements across CBCT protocols, with field of view affecting repeatability more than voxel size. Significant gray value differences in the cervical region highlight the need for cautious interpretation in this area. Standardizing imaging settings is recommended to improve implant planning accuracy.

Indexed as

Bone DensityCone-Beam Computed TomographyAnimalsDental ImplantsImaging, Three-DimensionalReproducibility of ResultsRibsSwineDental ImplantsBone densityCone beam computed tomographyGray values

Identifiers

PMID41063051
PMCPMC12505823

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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.