Skip to content
#software testing Open access

Clinical rationale and indications for the use of cone-beam computed tomography

Sep 2026 · BMC Oral Health
Dental Radiography and Imaging

Abstract

The primary objective of this study was to quantitatively evaluate the clinical rationale and prescription patterns for Cone-Beam Computed Tomography (CBCT) across various dental specialties, specifically investigating how diagnostic indications correlate with field of view (FOV) preferences, patient demographic variables (age and gender), and temporal referral trends. In this retrospective analytical study, 694 CBCT request forms belonging to patients examined at the Department of Oral, Dental and Maxillofacial Radiology, Faculty of Dentistry, Harran University, between January 2023 and October 2025 were reviewed. Patients’ demographic information and imaging parameters were recorded, and the SPSS 23 software and Pearson’s Chi-square test were used for the statistical analysis of the data obtained. The sample consisted of 351 male (50.6%) and 343 female (49.4%) patients, with an overall mean age of 26.88 ± 17.10 years. The majority of CBCT requests originated from the departments of Oral and Maxillofacial Surgery (59.8%) and Orthodontics (29.0%). The most frequent indications for imaging were cyst/tumor (20.0%) and impacted tooth (17.6%), respectively. A statistically very strong association ( p <0.001) was found between the field of radiological examination and the specialty. In this context, a Max-Man view encompassing both jaws was preferred in 90.8% of surgical cases, a full skull exposure was preferred in 43.8% of orthodontic cases, and localized exposures—owing to the need for high resolution and radiation safety—were preferred in 81.2% of endodontic cases. In addition, a significant association ( p <0.001) was found between the reason for imaging and gender, while the temporal analysis revealed a statistically significant increase in referral density during the second half of the year, particularly in September and October ( p =0.001). The results of this analysis demonstrate that dental CBCT examinations are not a routine screening tool applied indiscriminately, but rather a targeted imaging protocol shaped according to the specific diagnostic needs of the relevant specialty, patient demographics, and anatomical region requirements. These clinical and temporal findings provide an important reference for resource management and workload optimization in radiology departments.

View source

Similar papers

#computer vision Review Sep 2017

Agile Software Development Methods: Review and Analysis

This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.

P. Abrahamsson, O. Salo, Jussi Ronkainen et al. · 727 citations · ⚡54
#computer vision Jun 2008

The impact of agile practices on communication in software development

The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.

M. Pikkarainen, Jukka Haikara, O. Salo et al. · 401 citations · ⚡48
#machine learning Review Open access Oct 2014

Software development in startup companies: A systematic mapping study

The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.

Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al. · 394 citations · ⚡54
#computer vision Review Mar 2008

Agile methods in European embedded software development organisations: a survey on the actual use and usefulness of Extreme Programming and Scrum

The results show that the embedded industry has been able to apply agile methods in its development processes and that the appreciation of the agile methods and their individual practices appears to increase once adopted and applied in practice.

O. Salo, P. Abrahamsson · 238 citations · ⚡9
#computer vision Open access Jul 2017

What happens when software developers are (un)happy

Consequences of happiness and unhappiness that are beneficial and detrimental for developers' mental well-being, the software development process, and the produced artifacts are found.

D. Graziotin, Fabian Fagerholm, Xiaofeng Wang et al. · 236 citations · ⚡13
#computer vision Open access Oct 2004

Mobile-D: an agile approach for mobile application development

The Mobile-D approach is briefly outlined here and the experiences gained from four case studies are discussed, which helped develop an agile development approach for mobile application development.

P. Abrahamsson, Antti Hanhineva, H. Hulkko et al. · 225 citations · ⚡18

Related blog posts

GPT-Lab Sep 17, 2026

Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering

AI is making software generation faster, but speed does not remove the need for expertise. As more work is delegated to AI, tacit knowledge may become one of the most important human advantages in software engineering. The post Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering appeared first on GPT-Lab.

MIT News · Artificial Intelligence Aug 17, 2026

Q&A: Rethinking how innovation happens

In his latest book, Professor Eugene Fitzgerald examines the forces that turn breakthroughs into value — and why innovation resists simple formulas.

Microsoft Research Blog Aug 12, 2026

MindTopo reveals VLMs’ spatial reasoning abilities

A path, a fence, a knot. MindTopo sets a new benchmark for testing how AI understands topological relationships and highlights new opportunities to strengthen spatial reasoning and planning. The post MindTopo reveals VLMs’ spatial reasoning abilities appeared first on Microsoft Research.

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.