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. 2025 Apr 10;13:1320. Originally published 2024 Nov 5. [Version 2] doi: 10.12688/f1000research.157349.2

A global overview of the use of cone beam computed tomography in dentistry: a bibliometric review focusing on paediatric patients

Danielle Cristina Alves Rigo 1,a, Aurélio de Oliveira Rocha 1, Lucas Menezes dos Anjos 1, Pablo Silveira Santos 1, Isabela Ramos 1, Michely Cristina Goebel 1, Julia Maldonado Garcia 1, Gabriela Beatriz Rigo Wietzkoski 2, Carla Miranda Santana 1, Mariane Cardoso 1
PMCID: PMC12009477  PMID: 40255477

Version Changes

Revised. Amendments from Version 1

This version has been updated in response to reviewer suggestions. The introduction was revised to clarify specific aspects of CBCT applications. The methods section now includes a detailed description of the inclusion and exclusion criteria, as well as the date of data collection. Additional explanations were incorporated to address the trends in publication numbers and journal impact factors. These modifications were made to ensure alignment with the feedback received while maintaining the integrity of the study.

Abstract

Background

Cone Beam Computed Tomography (CBCT) has improved diagnosis and treatment planning in paediatric dentistry, but no bibliometric studies have examined the research landscape. This study provides an overview regarding the role of CBCT in paediatric dentistry.

Methods

A bibliometric review was conducted using articles from the Web of Science database. The search was performed on 22 February 2024, including publications up to that date. Conference papers and editorials were excluded. Data extracted included citation counts, publication dates, journals, impact factors, study designs, topics, geographical and institutional affiliations, authors, and keywords. Collaborative networks were visualised using VOSviewer, and Spearman’s correlation assessed the relationship between citation counts and other variables.

Results

The review analysed 517 articles, with the most cited receiving 557 citations. Publication dates ranged from 2005 to 2024, with a peak in 2023. Observational studies were the most common, particularly on maxillary expansion. The American Journal of Orthodontics and Dentofacial Orthopedics was the most cited journal, and the USA was a major contributor. Jacobs R authored the most articles (n=19), and the University of Alberta led in institutional output. Spearman’s correlation showed a weak positive correlation between citation count and journal impact factor (rho=0.272, p<0.001) and a strong negative correlation with publication year (rho=-0.762, p<0.001).

Conclusions

This bibliometric review provides an overview of the use of CBCT in paediatric dentistry, particularly in maxillary expansion. The findings suggest that more specific imaging protocols may improve safety and clinical outcomes, and that further investigation of long-term outcomes may provide valuable insights.

Keywords: Cone-Beam Computed Tomography, CBCT, Paediatric, Dentistry, Bibliometric Analysis

Introduction

Cone beam computed tomography (CBCT) represents a diagnostic imaging approach using x-radiation to reproduce a specific section of the human body in any of the three planes of space. 1 In contrast to conventional radiographs, which project all the structures traversed by X-rays in a single plane, CBCT highlights structural relationships in depth, presenting images in “slices”. 2 Unlike multi-slice computed tomography (MSCT), CBCT uses an X-ray source composed of a fixed low-energy anode, similar to those used in dental panoramic tomography. 3 Despite having a lower incidence of radiation than MSCT, CBCT generates high-resolution images. 4, 5 The presence of metallic artefacts in CBCT images can affect diagnostic accuracy; however, advances in post-processing algorithms, such as Metal Artifact Reduction (MAR), have been shown to effectively minimise these artefacts and improve image quality. 6

Although CBCT is a growing imaging technology with several dentomaxillofacial applications, its use in paediatric dental patients remains a sensitive point, mainly due to the radiation doses involved. 7 Specific recommendations aimed at guiding the justified indication of the use of CBCT in paediatric dental patients were discussed as part of the European project DIMITRIA (Paediatric dentomaxillofacial imaging: an investigation into low-dose radiation-induced risks), which focused on optimizing the doses applied to children. 8 Despite the need for a cautious approach, particularly for the investigation and appropriate treatment of orofacial and jawbone pathologies, as well as specific situations such as dental trauma, orofacial clefts and supernumerary teeth, the use of CBCT is justified. 4 Given this scenario, the use of CBCT in paediatric dental patients has emerged as a crucial imaging exam to help professionals diagnose and prognosticate numerous oral conditions in children. 5, 9, 10

Despite the widespread use of CBCT in paediatric dental care, there is a lack of comprehensive bibliometric analyses that examine the trends, geographical distribution, and scientific collaborations in this area. Many studies have focused on the technical aspects and clinical applications of CBCT, 1, 3– 5, 8– 10 but no studies have been found to date that have systematically mapped the research landscape to identify gaps in knowledge and areas that need further investigation. Furthermore, concerns about radiation exposure in children underscore the importance of establishing clearer protocols and guidelines for its safe application. Existing studies tend to concentrate on specific clinical outcomes, leaving a broader understanding of CBCT’s impact on paediatric dental care largely unexplored.

Bibliometric studies map existing concepts, indicating the main trends in scientific research and the main dental methods and tools used. 11, 12 These analyses allow researchers to identify patterns, assess influential indicators, recognise leading authors, evaluate prominent journals, and highlight countries with the most significant research output. Additionally, bibliometric analysis enables the visualisation of collaborative networks between researchers. 13 Although bibliometric studies have been conducted in several fields of dentistry, 14– 17 no studies to date have specifically focused on the use of CBCT in paediatric dentistry. In light of this gap, the aim of this study was to conduct a bibliometric analysis to provide a comprehensive panorama on the scientific landscape of CBCT on paediatric dentistry and to guide future clinical and research developments.

Methods

This study complies with the Guideline for Reporting Bibliometric Reviews of Biomedical Literature (BIBLIO) 18 and follows a rigorous standard of data collection and analysis. 18, 19

A literature review was conducted to identify studies using CBCT in paediatric dental patients. The search was performed in the Web of Science - Core Collection (WoSCC) database on 22 February 2024, including all publications up to that date, with no restrictions on language or year of publication. Only original research articles focusing on CBCT applications in paediatric dentistry were included, while conference papers, editorials, and studies not involving CBCT use in paediatric dental patients were excluded. The study selection process was carried out independently by two researchers, with a third author consulted in case of disagreements. Studies were included only when a consensus was reached among all reviewers.

The bibliographic search was conducted in the Web of Science - Core Collection (WoSCC) database, using the following search strategy: [TS=(“Cone-Beam Computed Tomography” OR “Cone Beam Computed Tomography” OR CBCT OR “Computed Tomography, Cone-Beam” OR “Cone Beam Computed Tomography” OR “CT Scan, Cone-Beam” OR “CT Scan, Cone Beam” OR “CT Scans, Cone-Beam” OR “Cone-Beam CT Scan” OR “Cone-Beam CT Scans” OR “Scan, Cone-Beam CT” OR “Scans, Cone-Beam CT” OR “Tomography, Cone-Beam Computed” OR “Tomography, Cone Beam Computed” OR “CAT Scan, Cone-Beam” OR “CAT Scan, Cone Beam” OR “CAT Scans, Cone-Beam” OR “Cone-Beam CAT Scan” OR “Cone-Beam CAT Scans” OR “Scan, Cone-Beam CAT” OR “Scans, Cone-Beam CAT” OR “Cone-Beam Computer-Assisted Tomography” OR “Computer-Assisted Tomography, Cone-Beam” OR “Cone Beam Computer Assisted Tomography” OR “Tomography, Cone-Beam Computer-Assisted” OR “Cone-Beam Computerized Tomography” OR “Computerized Tomography, Cone-Beam” OR “Cone Beam Computerized Tomography” OR “Tomography, Cone-Beam Computerized” OR “Cone-Beam CT” OR “CT, Cone-Beam” OR “Cone Beam CT”) AND ((“Paediatric Dentistry” OR “Dentistry, Paediatric” OR “Paediatric Dentistry” OR “Dentistry, Paediatric”) OR (child* OR schoolchild* OR “school child*” OR adolescen* OR juvenil*) OR (“tooth, deciduous” OR “deciduous tooth” OR “deciduous teeth” OR “milk teeth” OR “milk tooth” OR “primary teeth” OR “primary tooth” OR “primary dentition”))].

For each article, data was collected such as number and density of citations (number of citations per year), year of publication, journal impact factor (JIF), study design, theme (main objective of the study), country and continent, institution (based on the corresponding author), authors and keywords. The study designs were categorized as systematic review, interventional, observational, case report or series, literature review and laboratory study. Considering the theme, the studies were grouped considering the central outcomes of each study. Themes that were reported in only one study were grouped under “other”.

The selected articles were entered into the VOS Viewer software (version 1.6.18) ( https://www.vosviewer.com) to create visual representations that show collaboration between authors and keywords. Words associated with the most prominent foci indicate greater frequency, while words of the same colour and linked together form networks, highlighting more intense collaboration between studies. The correlation between the number of citations, the year of publication and the journal’s impact factor was explored using SPSS for Windows statistical software (SPSS, version 24.0; IBM, Armonk USA Corp). The Kolmogorov-Smirnov test was used to verify the normality of the data distribution, and Spearman’s correlation test was used due to the non-normal distribution. As an alternative, Microsoft Office Excel can be used to carry out these statistical calculations (normality test and correlation), with the relevant database provided in the Data Availability section. 20

Results

The literature search identified a total of 1,147 records. After the selection process, 517 articles were included for bibliometric analysis. Of the articles not included, two were editorials, three were from conferences, and the remaining (n=625) were excluded because they did not address the objective of the study. 20

The selected articles accumulated a total of 7,538 WoSCC citations. Of these, 896 were self-citations (11.53%). The average number of citations per year was 396.7. The most cited article on WoSCC was “Effective dose of dental CBCT-a meta-analysis of published data and additional data for nine CBCT units”, with 257 citations, published in Dentomaxillofacial Radiology. 21 Spearman’s correlation revealed a weak positive correlation between the number of citations and the journal’s impact factor (rho=0,272; p<0.001) and a strong negative correlation between the number of citations and the year of publication (rho=-0.762; p<0.001).

The articles were published between 2005 and 2024, spanning 19 years. The earliest publications date back to 2005, 8 while the most recent, up to February 2024, total two. 22, 23 The year with the highest number of publications was 2023, with 71 articles indicating a recent and significant interest in research related to this topic. The distribution of the number of publications over the years can be seen in Figure 1.

Figure 1. Distribution of the number of publications over the years.

Figure 1.

The most frequent journals that published articles on the use of CBCT in paediatric dental patients are shown in Table 1. The American Journal of Orthodontics and Dentofacial Orthopedics (n=69) was the most prominent journal, followed by Angle Orthodontist (n=30) and Dentomaxillofacial Radiology (n=23). According to Journal Citation Reports, the journals with the highest IF in 2022 linked to this study were the Journal of Dental Research (IF 7.7; 1 occurrence), European Radiology (IF 5.9; 2 occurrences) and the International Endodontic Journal (IF 5.0; 1 occurrence), all contributing one article each.

Table 1. Top 10 journals with the highest number of publications.

Source Title Number of papers Number of citations Journal Impact factor
American Journal Of Orthodontics And Dentofacial Orthopedics 69 2.583 3.0
Angle Orthodontist 30 743 3.4
Dentomaxillofacial Radiology 23 591 3.3
BMC Oral Health 21 92 2.9
Clinical Oral Investigations 17 233 3.4
Orthodontics & Craniofacial Research 14 95 3.1
Journal of Craniofacial Surgery 13 89 0.9
European Journal of Paediatric Dentistry 11 123 3.6
International Journal of Paediatric Dentistry 11 114 3.8
Dental Traumatology 11 81 2.5

Most of the articles were observational studies (n=352), followed by laboratory studies (n=54), case reports or series (n=39), interventional studies (n=41), literature reviews (n=20) and systematic reviews (n=11). About the themes of the selected studies, the majority of studies used CBCT to plan and assess maxillary expansion (n=87), followed by aid in endodontic diagnosis and treatment (n=39) and to aid in the diagnosis and treatment of cleft lip and/or palate (n=38). Table 2 lists the different themes with their respective study designs and the year in which the articles were published.

Table 2. Characteristics of the studies in relation to the theme.

Thematic Study design Number of papers Number of citations
Maxillary expansion (n=87) Systematic review 1 2
Intervention 28 862
Observational 51 973
Case report or series 3 8
Literature review 2 105
Laboratory study 2 1
Aid in endodontic diagnosis and treatment (n=39) Intervention 2 10
Observational 14 104
Case report or series 1 0
Literature review 2 44
Laboratory study 20 211
Aid in the diagnosis and treatment of cleft lip and/or palate (n=38) Systematic review 1 8
Observational 36 305
Case report 1 45
Clinical conditions associated with the Angle classification (n=36) Systematic review 1 0
Intervention 3 19
Observational 30 226
Case report or series 2 3
Dental impaction (=36) Systematic review 1 4
Intervention 3 85
Observational 25 313
Case report 7 12
Facial anatomy (n=35) Systematic review 1 0
Observational 30 865
Literature review 1 1
Laboratory study 3 13
Diagnosis and treatment of bone lesions (n=31) Observational 22 109
Case report or series 6 23
Literature review 3 0
CBCT in orthodontic treatment (n=30) Systematic review 2 65
Observational 20 159
Case report or series 3 45
Laboratory 3 75
Radiation dose assessment (n=29) Systematic review 1 17
Intervention study 1 6
Observational 8 297
Literature review 3 340
Laboratory study 17 359
Dental anatomy (n=27) Observational 26 259
Laboratory study 1 46
Facial growth (n=23) Systematic review 2 42
Observational 19 139
Case report or series 1 3
Literature review 1 3
Trauma (n=14) Intervention 1 3
Observational 5 30
Case report or series 7 10
Laboratory study 1 13
Oral and facial changes associated with juvenile idiopathic arthritis (n=12) Observational 12 93
Indications for CBCT (n=10) Observational 9 30
Laboratory study 1 0
Identification of cephalometric points (n=10) Observational 9 254
Literature review 1 42
Autotransplatantation (n=9) Observational 3 36
Case report or series 5 54
Laboratory study 1 8
Aid in the diagnosis and treatment of temporomandibular dysfunction (n=7) Intervention 1 29
Observational 5 113
Case report or series 1 0
Diagnosis and treatment of caries (n=4) Intervention 1 8
Observational 2 32
Laboratory study 1 8
Oral and facial changes in patients with Down Syndrome (n=3) Observational 3 25
Scientific and other status (n=33) Systematic review 2 40
Observational 21 148
Case report 2 10
Literature review 5 174
Laboratory study 3 53

A total of 52 countries contributed to the articles related to the use of CBCT in paediatric dental patients. Considering the number of publications per country, the most prevalent were the USA (n=64), China (n=63), Turkey (n=55), South Korea (n=37) and Brazil (n=36). Among the continents with the most articles, Asia stands out (n=232), followed by Europe (n=144) and North America (n=80). The worldwide distribution of publications can be seen in Figure 2.

Figure 2. Worldwide distribution of the use of CBCT in paediatric dental patients.

Figure 2.

Through the data contained in the corresponding authors of the selected studies, 301 different institutions were identified. The University of Alberta (Canada) was the institution with the largest number of documents (n=11). Table 3 shows the top 10 institutions.

Table 3. Main institutions associated with publications on the use of Cone Beam Computed Tomography in Paediatric dental patients.

Institution Country Number of papers Number of citations
University of Alberta Canada 11 438
Katholieke University Leuven Belgium 9 280
Kagoshima University Japan 9 24
Kyung Hee University South Korea 9 216
Peking University China 9 216
University of São Paulo Brazil 8 62
Catholic University of Korea South Korea 6 139
Erciyes University Turkey 6 93
Pusan National University Hospital South Korea 6 39
University of Pennylvania USA 7 146

The authors with the highest number of articles were Jacobs R (n=19), Lagravere MO (n=16) and Sekerci AE (n=14). Figure 3 highlights the collaboration and the main groups of authors, while Table 4 shows the 10 authors with the highest number of publications.

Figure 3. Description and collaboration between the main authors.

Figure 3.

Table 4. Top 10 authors with the most published articles.

Authors Number of papers Number of citations Number of papers in WoS-CC Number of citations in WoS-CC H-Index
Jacobs R 19 679 603 18.527 71
Lagravere MO 16 449 90 2.224 26
Sekerci AE 14 198 72 1.062 19
Buyuk SK 12 142 29 449 14
Kanomi R 11 344 35 1.023 16
Iwasaki T 11 293 31 619 13
Celikpglu M 11 124 77 1.345 24
Yamasakie Y 10 284 88 988 15
Park JH 10 137 70 1.182 22
Caprioglio A 10 131 55 711 17

A total of 1,841 keywords were identified. The most prevalent was “children” (n=118), followed by “CBCT” (n=85) and “cone-beam computed tomography” (n=83). Figure 4 shows the most prevalent keywords (5 or more occurrences) and the collaborative relationships between them.

Figure 4. Description and collaboration between the main keywords.

Figure 4.

Discussion

In paediatric dental patients, CBCT plays a crucial role in diagnosing oral conditions such as dental fractures and bone lesions. 4 In addition, it serves as an essential tool in planning procedures such as maxillary expansion and correction of nasopalatine clefts. 24 This study identified the main applications of CBCT in paediatric dental patients, analysed the profile of publications related to this topic and discussed possible future trends for research in this field. The results revealed that the emphasis is predominantly on observational studies, concentrating on the diagnosis and planning of patients with maxillary atresia who require expansion procedures.

Citation analysis and radiation safety protocols

The most cited article, published in 2015, is a systematic review that aimed to analyse dose measurement and estimate the effective dose for performing CBCT with dental applications. 21 The study reported that the effective dose for CBCT in children ranges from 13 to 769 μSv for large or medium fields of view and 7 to 521 μSv for small FOVs. The high number of citations reflects the importance of understanding CBCT radiation exposure in paediatric patients.

Other highly cited studies also focus on the risks associated with radiation exposure in children. A UK cohort study involving approximately 175,000 individuals exposed to head CT scans during childhood reported that cumulative doses of 50 mGy nearly tripled the risk of leukaemia, while 60 mGy nearly tripled the risk of brain cancer. 25 Similar results were observed in an Australian cohort of 10.9 million people aged between 0 and 19, showing a 24% increase in the incidence of cancers, including brain cancers and leukaemia, after exposure to CT scans. This incidence was correlated with increased dose and young age at the time of exposure. 26 Although the risk of dentomaxillofacial imaging using CBCT is small for an individual, when multiplied by the large population of patients exposed to diagnostic imaging, the risk of radiation becomes a significant public health problem, especially in children and adolescents. 21

When comparing this study with other bibliometric studies, 17, 18, 27 a significant number of self-citations can be observed. Although this practice is not widely accepted in the scientific community, it can be considered a natural consequence. Research groups specialising in CBCT and radiation safety may frequently reference their previous studies as part of an ongoing effort to refine and improve imaging protocols. 28 In this context, the most cited studies tend to focus on radiation dose assessment, risk evaluation, and strategies for dose optimisation, reflecting the broader concern with radiation safety in paediatric imaging.

The use of CBCT in paediatric dentistry requires adherence to well-defined radiation protection protocols to balance diagnostic benefits and exposure risks. The ALARA (As Low As Reasonably Achievable) principle has been widely established as the foundation of radiation safety, advocating for exposure minimisation while maintaining adequate image quality. 29 However, recent studies have expanded this approach, introducing the ALADA (As Low As Diagnostically Acceptable) principle, which considers that dose reduction should not compromise diagnostic utility, and the ALADAIP (As Low As Diagnostically Acceptable for an Individual Patient) principle, which emphasises patient-specific optimisation strategies. 30 The DIMITRA Project 4 aligns with these concepts by advocating for stricter justification criteria and individualised imaging protocols, ensuring that CBCT is only performed when conventional imaging is insufficient. Similarly, ICRP Publication 154 (2023) 31 reinforces the need for patient-specific exposure adjustments, recommending collimation, reduced exposure parameters, and careful selection of the field of view (FOV).

Despite these structured guidelines, variations in clinical implementation remain a challenge. While some guidelines prioritise stricter justification to prevent unnecessary exposure, others emphasise standardised optimisation strategies. The integration of ALARA, ALADA, and ALADAIP suggests a shift towards a more patient-centred approach, balancing radiation protection with diagnostic accuracy. However, differences in the interpretation and application of these protocols may lead to inconsistencies in radiation dose management.

Year of Publication

The oldest article, published in 2008, proposes the use of reference points for cephalometric analysis using three-dimensional (3D) CBCT reconstruction with orthodontic indications. 32 In this study, CBCT scans of 10 adolescents were used, and the authors indicated that the reference point with the highest intra-reliability was located between the two spinous foramina. With the indication of this cephalometric point, the authors proposed a tool that could be used as a reference for orthodontists when analysing 3D images since the use of this type of image, as it is an anatomically true representation (1:1 size), from which the sections can be displayed from any angle in any part of the skull and provided digitally on paper or film, can provide useful information for identifying teeth and other structures for diagnostic and descriptive purposes.

Since 2005, studies investigating or using CBCT in children and adolescents have gradually increased. A higher number of publications was observed in 2021, 2022, and 2023, reflecting continued interest in its applications and safety in paediatric dentistry. In 2023, the International Commission on Radiological Protection (ICRP) published the ICRP Publication 154, reinforcing the importance of optimising radiation doses in medical imaging, particularly for paediatric patients. 31 The timing of this update and the increase in publications suggests that recent discussions on radiation protection may have contributed to a greater focus on CBCT protocols and dose optimisation for this population.

Publishing Journals

The American Journal of Orthodontics and Dentofacial Orthopedics was the journal with the highest number of published articles and, therefore, the highest number of citations. However, it was well below the JIF, occupying only seventh position. The JIF is the annual average of citations of the articles published by the journal over the last two years. 33 Although impact factors are widely used to assess journal influence, they do not necessarily reflect the quality or relevance of individual articles. Citation distribution within journals is not uniform, meaning that a high-impact factor does not indicate that all published studies receive the same level of recognition. 34 This may explain why researchers prioritise journals that align more closely with their specific field, such as paediatric dentistry and orthodontics, rather than selecting journals solely based on their impact factor ranking.

Study design and themes

The choice of study design plays an important role in the quality and reliability of research findings. In paediatric dentistry, the use of CBCT has been investigated using a variety of study designs, including observational studies, clinical trials, case reports and systematic reviews. Selecting the appropriate study design helps to address specific research questions, such as the applicability of CBCT from clinical diagnosis and treatment planning to the assessment of long-term outcomes.

The predominance of observational studies in this review aligns with previous bibliometric analyses in dental research, where observational designs are often favoured for their ability to collect data in real-world settings. 12, 13 While observational studies provide valuable information on trends and associations in clinical practice, their limitations, such as the inability to establish causal relationships and control for confounding variables, should be acknowledged. 19 Previous studies, including those on CBCT applications in orthodontics and endodontics, have also highlighted the usefulness of such designs in documenting treatment outcomes and identifying practical applications. 3, 11

However, the low proportion of randomised controlled trials (less than 1%, with only five studies) identified in this global review may be attributed to the ethical and practical challenges of conducting trials involving ionising radiation in paediatric populations. Given the risks associated with radiation exposure, particularly the long-term risks of cancer, RCTs in this area are difficult to justify. 25 In contrast, controlled studies would offer a more rigorous assessment of outcomes and potential risks, particularly regarding radiation exposure in children. 7 Instead, observational studies are more commonly employed, as they allow for the exploration of CBCT’s evolving role in treatments without the need for unnecessary radiation exposure. 17, 34

Most of the studies included in this analysis used CBCT to plan and assess maxillary expansion, highlighting the importance of this technology in complex orthodontic diagnoses. CBCT is widely used to evaluate bone morphology and tissue response to rapid maxillary expansion (RME), particularly in children with maxillary atresia. Studies such as Fastuca et al. (2015) 34 demonstrate that CBCT provides detailed insight into airway changes following RME, allowing for accurate evaluation of skeletal and dentoalveolar modifications. Additionally, CBCT has proven essential for three-dimensional documentation of bone and dental movement, offering precision in post-treatment follow-up, which facilitates planning for additional interventions. However, the potential for CBCT to reduce radiation exposure in paediatric patients requires further exploration, particularly in optimising image acquisition protocols.

Another significant use of CBCT was in aiding endodontic diagnosis and treatment, with an increasing emphasis on its use to assess root canal volume and untouched areas after instrumentation, as discussed by Gogos et al. (2020). 12 CBCT offers high-resolution images, enabling precise three-dimensional visualisation of anatomical structures such as roots and canals, which are often challenging to assess in conventional two-dimensional radiographs. This accuracy facilitates the diagnosis of hidden pathologies and improves the success of endodontic treatments. However, there is an opportunity to expand research on the long-term impact of CBCT on clinical success in endodontic treatments, as well as its application in guided endodontic techniques.

CBCT was also widely used in the diagnosis and treatment of cleft lip and/or palate, where its ability to generate detailed three-dimensional images is indispensable for surgical planning. The clear visualisation of the palate and surrounding areas allows for accurate assessment of the cleft and associated bone structure. The CBCT has been widely used in preoperative planning and postoperative follow-up of these corrections, especially in paediatric patients. However, despite its widespread use, the challenge of minimising radiation exposure in children remains a priority, necessitating further studies focused on developing low-dose imaging protocols. 17

Institutions and Authors

Different institutions carried out most of the studies. The University of Alberta in Canada emerged as the most important institution with the highest number of publications. This prominence can be attributed to the university’s robust research programmes in paediatric dental patients and its significant investment in imaging technologies. Ranked in the top 100 in the world and fourth in Canada, 35 the University of Alberta has extensive resources and expertise that are likely to contribute to its high output in this area. In addition, the presence of specialised research centres and strong collaborative networks with other leading institutions may enhance its ability to produce influential research in CBCT and paediatric dental patients, which may explain the significant number of articles in this bibliometric analysis.

Jacobs R was the most prominent author, focusing his articles mainly on observational and laboratory studies. His focus is on the assessment of radiation dose during cone beam computed tomography (CBCT) scans. On the other hand, the second most prominent author is Lagravere MO, whose production covers observational and interventional studies, with a particular emphasis on maxillary expansion. These authors, although clustered in 2018, belong to different research groups without any collaboration. These two authors stand out as significant contributors to the field, each bringing valuable perspectives and knowledge to research related to CBCT and paediatric dental patients.

Strengths and limitations

The findings of this bibliometric review have important clinical implications for professionals in the field of paediatric dental patients. The principal application of CBCT in maxillary expansion, as evidenced in this review, highlights its efficacy in the differential diagnosis and treatment planning of patients with complex maxillofacial conditions. For clinicians, an awareness of these trends can facilitate the identification of cases in which CBCT should be used to optimise patient outcomes. This encompasses cases that demand precise imaging for orthodontic assessments, surgical planning, or the evaluation of cleft lip and palate. Furthermore, the data suggests an increasing focus on reducing radiation exposure, which is vital for establishing safe practice protocols. Consequently, this review offers clinicians a detailed account of contemporary research trends, thereby facilitating the formulation of optimal practices and providing a foundation for evidence-based clinical decision-making.

Furthermore, this study did not impose any restrictions regarding publication year, citations, or language, thereby enabling a comprehensive and inclusive analysis of all documents pertaining to CBCT in paediatric dental patients up to the date of the research. This appears to be the inaugural bibliometric review to address this topic in such a comprehensive manner.

While this review offers a thorough examination of the use of CBCT in paediatric dental patients based on data from the Web of Science database, it is crucial to recognize certain limitations inherent in this approach. The decision to focus on a single database, excluding others such as Scopus or PubMed, might have restricted the breadth of the analysis. Consequently, some relevant studies published in other databases may not have been considered. This choice aligns with the methodology used in previous bibliometric reviews, 16, 18 and was made to maintain consistency with established research practices. Nonetheless, to achieve a more exhaustive understanding of the available literature and reduce the risk of overlooking significant findings, future research would benefit from adopting a more inclusive search strategy that encompasses multiple databases. This approach could help mitigate the potential for biases associated with the selection of a single data source.

Conclusions

This bibliometric review provided an overview of the current state and trends in research into the use of CBCT for dental purposes in children and adolescents. An important finding was the greater research interest in Asia and Europe. Although the oldest article was published 19 years ago, there has been substantial growth in this area in the last four years, with an emphasis on observational studies aimed at assessing maxillary expansion. It is important to note that most of these studies were published in the American Journal of Orthodontics and Dentofacial Orthopedics, with the United States and China being the most frequent origins of these contributions. This panorama reflects not only the significant advance in research involving CBCT in paediatric dental patients but also points to a geographic distribution that highlights interest and scientific production in this specific area.

Ethics and consent

Ethical approval and consent were not required.

Funding Statement

This study was supported in part by the Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina (FAPESC), Edital 20/2024 (Pablo Silveira Santos receives a Postdoctoral grant); the Programa de Assistência Financeira Estudantil do Ensino Superior de Santa Catarina (UNIEDU) (Danielle Cristina Alves Rigo receives a PhD grant); and by the Coordenação de Aperfeiçoamento de Pessoal de Nivel Superior – Brazil (CAPES) - Brazil, grant number 001 (Aurélio de Oliveira Rocha, Gabriela Beatriz Rigo Wietzkoski and Lucas Menezes dos Anjos receive a PhD grant).

The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

[version 2; peer review: 2 approved]

Data availability

Underlying data

Figshare: Dataset Supporting the Bibliometric Review of Cone Beam Computed Tomography in Paediatric Dentistry. https://doi.org/10.6084/m9.figshare.27176001.v5. 20

The project contains the following extended data:

  • •

    Bibliom_CBCT.xlsx and Data Files CBTC.sav (Raw bibliometric data extracted from the top-cited articles on Cone Beam Computed Tomography (CBCT), supporting the findings of the study),

  • •

    Flow diagram-v1

Reporting guidelines

Figshare: BIBLIO checklist for ‘A global overview of the use of cone beam computed tomography in dentistry: a bibliometric review focusing on paediatric patients’. pdf. https://doi.org/10.6084/m9.figshare.27176001.v5. 20

Figshare: Flow diagram of the selection process of the included studies. https://doi.org/10.6084/m9.figshare.27176001.v5. 20

Data are available under the terms of the Creative Commons Zero “No rights reserved” data waiver (CC0 Public domain dedication).

References

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F1000Res. 2025 Apr 19. doi: 10.5256/f1000research.178949.r377122

Reviewer response for version 2

Beenish Fatima Alam 1,2

Author have successfully implemented all the changes as I had suggested.

Is the work clearly and accurately presented and does it cite the current literature?

Yes

If applicable, is the statistical analysis and its interpretation appropriate?

I cannot comment. A qualified statistician is required.

Are all the source data underlying the results available to ensure full reproducibility?

Yes

Is the study design appropriate and is the work technically sound?

Yes

Are the conclusions drawn adequately supported by the results?

Yes

Are sufficient details of methods and analysis provided to allow replication by others?

Yes

Reviewer Expertise:

Bibliometric analysis,

I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.

F1000Res. 2025 Apr 18. doi: 10.5256/f1000research.178949.r377121

Reviewer response for version 2

Çiğdem Şeker 1

The revisions made in line with the suggestions are sufficient. It is clear that the study will contribute to its field. I congratulate the authors and wish them success.

Is the work clearly and accurately presented and does it cite the current literature?

Yes

If applicable, is the statistical analysis and its interpretation appropriate?

I cannot comment. A qualified statistician is required.

Are all the source data underlying the results available to ensure full reproducibility?

Yes

Is the study design appropriate and is the work technically sound?

Yes

Are the conclusions drawn adequately supported by the results?

Yes

Are sufficient details of methods and analysis provided to allow replication by others?

Yes

Reviewer Expertise:

Oral diagnosis, Dentomaxillofacial radiology

I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.

F1000Res. 2025 Jan 7. doi: 10.5256/f1000research.172783.r342266

Reviewer response for version 1

Beenish Fatima Alam 1,2

Abstract: 

rephrase this line 'This study provides an overview of CBCT in paediatric dentistry' as This study provides an overview regarding the role of CBCT in paediatric dentistry.

Methods:

Timeline for data collections needs to be added.

Date when the online search was conducted on WOS needs to be added in methods and in abstract. 

How were papers scrutinized/selected? this processs needs to be described in details. You can add a prisma flow chart to better explain the process of paper selection. 

inclusion criteria and exclusion criteria need to be clearly described. 

Discussion:

'Publishing Journals' more details regarding influence of impact factor of journals and why authors prefer to publish in such journals needs to be discussed.

Is the work clearly and accurately presented and does it cite the current literature?

Yes

If applicable, is the statistical analysis and its interpretation appropriate?

I cannot comment. A qualified statistician is required.

Are all the source data underlying the results available to ensure full reproducibility?

Yes

Is the study design appropriate and is the work technically sound?

Yes

Are the conclusions drawn adequately supported by the results?

Yes

Are sufficient details of methods and analysis provided to allow replication by others?

Yes

Reviewer Expertise:

Bibliometric analysis,

I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.

F1000Res. 2025 Mar 3.
Danielle Cristina Alves Rigo 1

We appreciate the valuable comments and suggestions provided by the reviewers. Below, we address each point and describe the modifications made to the manuscript (v.2) accordingly.

Response to Reviewer 1

  1. Metal artifact formation in CBCT

    Thank you for your observation. We revised the introduction to clarify that CBCT alone does not inherently minimize metal artifacts. Instead, metal artifact reduction (MAR) algorithms and other post-processing techniques play a crucial role in improving image quality. The relevant references have been checked and updated to reflect this correction.

  2. Radiation risks and safety protocols

    We acknowledge the importance of discussing safety protocols in greater detail. Additional information has been included in the discussion section, emphasizing the importance of ALARA (As Low As Reasonably Achievable), ALADA (As Low As Diagnostically Acceptable), and ALADAIP (As Low As Diagnostically Acceptable for an Individual Patient) principles. We also highlighted recommendations from recent guidelines, such as those from the DIMITRA Project and ICRP Publication 154 (2023), which advocate for individualized dose optimization strategies.

  3. Increase in publications in 2023

    We have added an explanation regarding the observed increase in publications in 2023. This rise coincides with the release of new recommendations on radiation protection, such as the ICRP Publication 154, which likely stimulated further research in the field. Additionally, technological advancements and increased accessibility to CBCT may have contributed to this trend.

Response to Reviewer 2

  1. Abstract revision

    As suggested, the sentence in the abstract has been rephrased to: "This study provides an overview regarding the role of CBCT in paediatric dentistry."

  2. Timeline for data collection

    The timeline for data collection has been explicitly stated in the methods section, indicating that the online search was conducted on 22 February 2024. This information has also been included in the abstract for clarity.

  3. Paper selection process

    Regarding the PRISMA flowchart, we acknowledge the reviewer’s suggestion. However, since this is a bibliometric study following the BIBLIO guideline, a PRISMA diagram was not used. Instead, we adhered to the structured methodology of bibliometric analysis. The rationale for this choice has been explained in the methods section.

  4. Inclusion and exclusion criteria

    We have revised the description of the inclusion and exclusion criteria to improve clarity and precision. The updated text now explicitly states that only original research articles focusing on CBCT applications in paediatric dentistry were included, while conference papers, editorials, and studies not involving CBCT use in paediatric dental patients were excluded. Additionally, no restrictions on language or publication year were applied to ensure a comprehensive analysis.

  5. Publishing journals and impact factor

    Additional discussion has been incorporated regarding the influence of journal impact factors and the authors' preference for specific journals. We have clarified that while high-impact journals provide greater visibility, researchers often prioritize subject-specific journals that cater more directly to their audience. This discussion has been expanded in the section on publishing trends.

    We appreciate the reviewers' insightful comments, which have helped improve the clarity and comprehensiveness of our manuscript. We hope that these modifications address all concerns satisfactorily. Thank you for your time and effort in reviewing our work.

F1000Res. 2024 Dec 18. doi: 10.5256/f1000research.172783.r345091

Reviewer response for version 1

Çiğdem Şeker 1

Visualization of collaboration networks using VOSviewer enhances the study scientifically and visually. The benefits of CBCT in specific areas such as maxillary expansion, endodontic treatment and cleft lip and palate management are well highlighted. The study provides important scientific data by analyzing global trends in the use of CBCT in pediatric dentistry, leading countries, institutions and authors.

If I may make a suggestion: 1. I could not find any information in the sources cited in the introduction regarding the issue of CBCT minimizing metal artifact formation. On the other hand, this is mostly possible with software programs such as the metal artifact reduction algorithm. I recommend reviewing this information and references.

2. Radiation risks associated with the use of CBCT in pediatric patients are discussed, but no recommendations for more detailed safety protocols are made. If available in the studies, this topic can also be discussed.

3. When analyzing the study themes, do you have any idea about the reason for the increase in 2023? If so, please specify.

Is the work clearly and accurately presented and does it cite the current literature?

Yes

If applicable, is the statistical analysis and its interpretation appropriate?

I cannot comment. A qualified statistician is required.

Are all the source data underlying the results available to ensure full reproducibility?

Yes

Is the study design appropriate and is the work technically sound?

Yes

Are the conclusions drawn adequately supported by the results?

Yes

Are sufficient details of methods and analysis provided to allow replication by others?

Yes

Reviewer Expertise:

Oral diagnosis, Dentomaxillofacial radiology

I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.

F1000Res. 2025 Mar 3.
Danielle Cristina Alves Rigo 1

We appreciate the valuable comments and suggestions provided by the reviewers. Below, we address each point and describe the modifications made to the manuscript (v.2) accordingly.

Response to Reviewer 1

  1. Metal artifact formation in CBCT

    Thank you for your observation. We revised the introduction to clarify that CBCT alone does not inherently minimize metal artifacts. Instead, metal artifact reduction (MAR) algorithms and other post-processing techniques play a crucial role in improving image quality. The relevant references have been checked and updated to reflect this correction.

  2. Radiation risks and safety protocols

    We acknowledge the importance of discussing safety protocols in greater detail. Additional information has been included in the discussion section, emphasizing the importance of ALARA (As Low As Reasonably Achievable), ALADA (As Low As Diagnostically Acceptable), and ALADAIP (As Low As Diagnostically Acceptable for an Individual Patient) principles. We also highlighted recommendations from recent guidelines, such as those from the DIMITRA Project and ICRP Publication 154 (2023), which advocate for individualized dose optimization strategies.

  3. Increase in publications in 2023

    We have added an explanation regarding the observed increase in publications in 2023. This rise coincides with the release of new recommendations on radiation protection, such as the ICRP Publication 154, which likely stimulated further research in the field. Additionally, technological advancements and increased accessibility to CBCT may have contributed to this trend.

Response to Reviewer 2

  1. Abstract revision

    As suggested, the sentence in the abstract has been rephrased to: "This study provides an overview regarding the role of CBCT in paediatric dentistry."

  2. Timeline for data collection

    The timeline for data collection has been explicitly stated in the methods section, indicating that the online search was conducted on 22 February 2024. This information has also been included in the abstract for clarity.

  3. Paper selection process

    Regarding the PRISMA flowchart, we acknowledge the reviewer’s suggestion. However, since this is a bibliometric study following the BIBLIO guideline, a PRISMA diagram was not used. Instead, we adhered to the structured methodology of bibliometric analysis. The rationale for this choice has been explained in the methods section.

  4. Inclusion and exclusion criteria

    We have revised the description of the inclusion and exclusion criteria to improve clarity and precision. The updated text now explicitly states that only original research articles focusing on CBCT applications in paediatric dentistry were included, while conference papers, editorials, and studies not involving CBCT use in paediatric dental patients were excluded. Additionally, no restrictions on language or publication year were applied to ensure a comprehensive analysis.

  5. Publishing journals and impact factor

    Additional discussion has been incorporated regarding the influence of journal impact factors and the authors' preference for specific journals. We have clarified that while high-impact journals provide greater visibility, researchers often prioritize subject-specific journals that cater more directly to their audience. This discussion has been expanded in the section on publishing trends.

    We appreciate the reviewers' insightful comments, which have helped improve the clarity and comprehensiveness of our manuscript. We hope that these modifications address all concerns satisfactorily. Thank you for your time and effort in reviewing our work.

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Data Citations

    1. Rigo DCA, Rocha AO, Anjos LM, et al. : Dataset Supporting the Bibliometric and Altimetric Review of Artificial Intelligence Use in Cariology.[Dataset]. figshare. 2024. 10.6084/m9.figshare.27176001.v5 [DOI]

    Data Availability Statement

    Underlying data

    Figshare: Dataset Supporting the Bibliometric Review of Cone Beam Computed Tomography in Paediatric Dentistry. https://doi.org/10.6084/m9.figshare.27176001.v5. 20

    The project contains the following extended data:

    • •

      Bibliom_CBCT.xlsx and Data Files CBTC.sav (Raw bibliometric data extracted from the top-cited articles on Cone Beam Computed Tomography (CBCT), supporting the findings of the study),

    • •

      Flow diagram-v1

    Reporting guidelines

    Figshare: BIBLIO checklist for ‘A global overview of the use of cone beam computed tomography in dentistry: a bibliometric review focusing on paediatric patients’. pdf. https://doi.org/10.6084/m9.figshare.27176001.v5. 20

    Figshare: Flow diagram of the selection process of the included studies. https://doi.org/10.6084/m9.figshare.27176001.v5. 20

    Data are available under the terms of the Creative Commons Zero “No rights reserved” data waiver (CC0 Public domain dedication).


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