This study aims to evaluate the efficiency of artificial intelligence (AI)-based multimodal registration of cone-beam computed tomography (CBCT) and intraoral scan (IOS) data within the framework of advancing digital technologies in dentistry. In modern implantology, high-precision diagnostics and the development of individualized treatment plans rely heavily on three-dimensional (3D) models. CBCT provides detailed information on bone structures, while IOS accurately captures dental surfaces and soft tissues. The integration of these two imaging modalities significantly improves the quality of clinical decision-making. The study analyzed CBCT and IOS datasets from 23 patients. Registration was performed using three different approaches: manual registration (MR), semi-automatic registration (SR), and AI-based automatic registration (AR). Evaluation metrics included registration time, median surface deviation (MSD), and root mean square error (RMS). The results demonstrated a significant advantage of the AI-based method. The AR approach reduced registration time by more than tenfold and improved accuracy metrics (MSD ≈ 0.04 mm). This approach minimizes human-related errors and enhances the reproducibility of results. In conclusion, AI-based multimodal registration systems exhibit high efficiency in dentistry and play a crucial role in optimizing implantological planning.
| Mualliflar | ISMOILOV Axrorjon Anvarjon o‘g‘li, SANAKULOV Jamshed Obloberdiyevich |
|---|---|
| Jurnal | Journal of Biomedicine and Practice – Biomeditsina va amaliyot jurnali |
| Nashr sanasi | 2026-08-06 |
| Jild | 11 |
| Son | 3 |
| Til | O‘zbek |
искусственный интеллект, CBCT, интраоральное сканирование, мультимодальная регистрация, 3D-моделирование, имплантология, цифровая стоматология, artificial intelligence, CBCT, intraoral scanning, multimodal registration, 3D modeling, implantology, digital dentistry, Sun’iy intellekt, CBCT, intraoral skan, multimodal registratsiya, 3D modellashtirish, implantologiya, raqamli stomatologiya
The article analyzes modern approaches to improving the quality of orthopedic dental care for patients with partial or complete loss of the tooth crown. Special attention is paid to the use of modern post-core…
The Biologically Oriented Preparation Technique (BOPT) is recognized in modern prosthetic dentistry as a conceptual approach based on the management of interactions between hard and soft tissues. This article provides a…
A retrospective study included 30 patients with stage II MRONJ: 20 patients underwent surgical treatment with L-PRF, while 10 patients received conventional surgical treatment without L-PRF. The groups were comparable…
Introduction. Existing rehabilitation protocols after ankle surgery are often one-size-fits-all and do not take into account the specifics of a particular surgical procedure. A differentiated approach using several…
Objective — to evaluate the clinical efficacy of the modified Widman flap procedure combined with β-tricalcium phosphate application for the treatment of focal periodontal lesions compared to the standard flap surgery…
Objective:To study the diagnostic significance of quantitative indices of diffusion tensor imaging (DTI) for detecting microstructural changes in white matter at the preclinical stage of BD. Relevance. Binswanger's…
The review article presents an analysis of contemporary scientific publications devoted to the surgical treatment of focal periodontal lesions using tooth-preserving flap surgeries. Epidemiological aspects of…
Degenerative cervical myelopathy (DCM) is the most common cause of spinal cord compression and its subsequent degeneration in adults. Despite the fact that surgical decompression is the main method of treatment for…
This article analyzes informed consent in dentistry not only as a fundamental right of the patient but also as an effective means of practical communication. Based on legal and empirical data, the study shows that the…
The aim of our study was to investigate the features of systemic inflammatory response and central neurospecific damage in patients with Parkinson's disease and vascular parkinsonism to verify differential diagnostic…
Journal of Biomedicine and Practice – Biomeditsina va amaliyot jurnali — barcha maqolalar