Prophylactic third molar removal: are oral surgeons and orthodontists aligned in preventive approaches?

BACKGROUND: There is a general consensus among dental professionals regarding the extraction of impacted third molars in the presence of clinical symptoms. However, there is less agreement on the management of asymptomatic third molars. The objective of this study is to compare the perspectives of oral surgeons and orthodontists regarding the indications for the extraction of asymptomatic third molars. It is possible that healthcare professionals from different specialties may approach the extraction of these teeth in different ways. METHODS: In this cross-sectional study, a web-based questionnaire has been employed to collect data by inquiring about the reasons why participants prefer the extraction of asymptomatic third molars. Descriptive statistics were employed to evaluate the data obtained. The level of significance was set at P < 0.05. RESULTS: Prophylactic extraction of partially impacted molars was more favored among the participants (P < 0.05). The orthodontists preferred prophylactic extraction due to the risk of late anterior dental crowding (LADC); however, the oral surgeons preferred pre-pregnancy extractions (P < 0.05). The extraction decision for partial impaction was higher in females when the risk of distal caries was considered. For fully impacted ones, it was higher in males when the risk of caries and pericoronitis were considered (P < 0.05). CONCLUSIONS: Orthodontists preferred extraction because of the risk of LADC and caries, while oral surgeons focused on preventing pericoronitis, pathology, focal infection, and symptoms during pregnancy. This divergence between the participants may inform the guidelines for prophylactic management of third molars. These findings may be pertinent in gender medicine. CLINICAL RELEVANCE: This study has been enlightening for departments to consult each other before the extraction of a patient's asymptomatic third molar.

Development and validation of predictive models for skeletal malocclusion classification using airway and cephalometric landmarks.

OBJECTIVE: This study aimed to develop a deep learning model to predict skeletal malocclusions with an acceptable level of accuracy using airway and cephalometric landmark values obtained from analyzing different CBCT images. BACKGROUND: In orthodontics, multitudinous studies have reported the correlation between orthodontic treatment and changes in the anatomy as well as the functioning of the airway. Typically, the values obtained from various measurements of cephalometric landmarks are used to determine skeletal class based on the interpretation an orthodontist experiences, which sometimes may not be accurate. METHODS: Samples of skeletal anatomical data were retrospectively obtained and recorded in Digital Imaging and Communications in Medicine (DICOM) file format. The DICOM files were used to reconstruct 3D models using 3DSlicer (slicer.org) by thresholding airway regions to build up 3D polygon models of airway regions for each sample. The 3D models were measured for different landmarks that included measurements across the nasopharynx, the oropharynx, and the hypopharynx. Male and female subjects were combined as one data set to develop supervised learning models. These measurements were utilized to build 7 artificial intelligence-based supervised learning models. RESULTS: The supervised learning model with the best accuracy was Random Forest, with a value of 0.74. All the other models were lower in terms of their accuracy. The recall scores for Class I, II, and III malocclusions were 0.71, 0.69, and 0.77, respectively, which represented the total number of actual positive cases predicted correctly, making the sensitivity of the model high. CONCLUSION: In this study, it is observed that the Random Forest model was the most accurate model for predicting the skeletal malocclusion based on various airway and cephalometric landmarks.

ANALYSIS OF THE USE OF COMPLEX DIGITAL TECHNOLOGIES IN THE DIAGNOSIS AND TREATMENT OF OCCLUSAL ANOMALIES.

BACKGROUND: Digital technologies have expanded in the field of dentistry, especially in the clinical and diagnostic aspects of occlusal abnormalities. Consequently, the purpose of this narrative review is to identify and synthesize data concerning the effects of these sophisticated digital technologies on improved diagnostic performance, treatment interventions, and patient outcomes. METHODS: Cochrane, Scopus, Web of Science, and PubMed were searched and, therefore, performed to find the pertinent digital technologies in dentistry from the published literature. The search was conducted in the period between 2000 and 2024. The criteria for inclusion of the studies targeted technologies that were Cone-Beam Computed Tomography (CBCT), intraoral scanners, 3D imaging, and Computer-Aided Design and Manufacturing (CAD/CAM). Some of the comparing between conventional and modern approaches were raised. RESULTS: Digital technologies have enhanced the diagnostic process due to extended visualization and precise evaluation of occlusal disturbances Conclusion: It has been seen that the application of information technologies in dentistry significantly improved the diagnostics and therapy of occlusion disturbances. While there are some invincible challenges posed by these advancements, the prospects are noteworthy when it comes to accuracy, efficiency, and patient benefits.

Comparison of alveolar bone morphology after expansion with hybrid and conventional Hyrax expanders.

OBJECTIVES: To compare the buccal and palatal bone changes of maxillary posterior teeth produced by hybrid hyrax (HH) and conventional hyrax (CH) expanders in growing patients. MATERIAL AND METHODS: A sample of 32 patients with posterior crossbites in the late mixed dentition was recruited and randomly allocated into two groups. Group HH was composed of 18 individuals with a mean age of 10.7 years (six female, 12 male) treated with a hybrid expander with two anterior parasagittal miniscrews. Group CH was composed of 14 individuals with a mean age of 11.4 years (six female, eight male) treated with a conventional Hyrax expander. Cone-beam computed tomography (CBCT) exams were obtained before expansion (T1) and after 11 months when the expander was removed (T2). Buccal and palatal bone plate thickness and height of maxillary posterior teeth were measured. Intergroup comparisons were performed using t or Mann-Whitney tests (P < .05). RESULTS: The CH group showed greater decreases of the buccal bone plate height (mean change: 1.27 mm) at the maxillary first premolars compared to the HH group (mean change: 0.11 mm, P = .001). No intergroup difference was found for changes in the buccal and palatal bone thickness. CONCLUSIONS: Hybrid expanders showed a tendency to cause less negative impact on the buccal bone plate height of first premolars compared to conventional Hyrax expanders. However, the difference was not clinically significant. Both hybrid and conventional Hyrax expanders are safe for the alveolar bone morphology in the late mixed dentition.

Skeletal effects of posterior crossbite treatment with either quad helix or rapid maxillary expansion: a randomized controlled trial with 1-year follow-up.

OBJECTIVES: To assess skeletal and dental effects and evaluate possible side effects of maxillary expansion with two different appliances, directly after expansion and 1 year postexpansion. MATERIALS AND METHODS: Forty-two patients with unilateral posterior crossbite (mean 9.5 ± 0.9 years) were randomized to either rapid maxillary expansion (RME) banded on the deciduous second molars and bonded to the primary canines or slow expansion with quad helix (QH) on the permanent first molars. Cone-beam computed tomography records were taken at baseline, directly after correction of the posterior crossbite and at follow-up 1 year after expansion. RESULTS: All patients were analyzed. RME opened the midpalatal suture more anteriorly and inferiorly (mean 4.1 mm) and less posteriorly and superiorly (mean 1.0 mm). No effect on midpalatal suture could be shown in the QH group after expansion, P < .001. Buccal bone width had significantly decreased (P < .001) in the QH group compared with the RME group. Buccal fenestrations and root resorption on the left first molar had a higher prevalence directly after expansion finished in the QH group (P = .0086, P = .013) but were not significant at 1-year follow-up (P = .11, P = .22). CONCLUSIONS: Opening of the suture with RME was more anterior and inferior, and the QH did not open the midpalatal suture at all. More buccal bone loss and fenestrations were seen on the permanent first molar in patients treated with conventional QH than RME anchored to deciduous teeth.

Orthodontic finishing errors detected in board-approved cases: common types and prediction.

OBJECTIVE: To report and rank orthodontic finishing errors recorded in the clinical phase of the Brazilian Board of Orthodontics and Dentofacial Orthopedics (BBO) examination and correlate pretreatment case complexity with orthodontic treatment outcomes. MATERIALS AND METHODS: This single-center cross-sectional survey collected retrospective data from the clinical phase of BBO examinations between 2016 and 2023. The quality of orthodontic clinical outcomes of each case was assessed by means of the Cast-Radiograph Evaluation (CRE), while case complexity was evaluated using the Discrepancy Index (DI), both tools provided by the American Board of Orthodontics. Survey items were analyzed using descriptive statistics, and a correlation analysis between total CRE and DI scores (p<0.05) was also performed. RESULTS: A total of 447 orthodontic records was included. Orthodontic finishing errors were often observed, and no case was completely perfect. In the total CRE score, an average of 15 points was discounted for each case. Most frequently found issues involved problems with alignment, buccolingual inclination, marginal ridge, and occlusal relationship. The median DI score for initial case complexity was 22.0 (range 10.0 - 67.0). There was no significant correlation between the DI and CRE scores (p=0.106). CONCLUSION: Orthodontic finishing errors are inevitable, even in well-finished board-approved cases. Rotation, excessive buccolingual inclination, and discrepancies in marginal ridges are the most frequently observed areas of concern, in that order. Moreover, while case complexity, determined by DI, can impact orthodontic planning and pose challenges for clinicians, the study did not consider it a determining factor in predicting treatment outcomes.

Comparison of deep learning models to detect crossbites on 2D intraoral photographs.

BACKGROUND: To support dentists with limited experience, this study trained and compared six convolutional neural networks to detect crossbites and classify non-crossbite, frontal, and lateral crossbites using 2D intraoral photographs. METHODS: Based on 676 photographs from 311 orthodontic patients, six convolutional neural network models were trained and compared to classify (1) non-crossbite vs. crossbite and (2) non-crossbite vs. lateral crossbite vs. frontal crossbite. The trained models comprised DenseNet, EfficientNet, MobileNet, ResNet18, ResNet50, and Xception. FINDINGS: Among the models, Xception showed the highest accuracy (98.57%) in the test dataset for classifying non-crossbite vs. crossbite images. When additionally distinguishing between lateral and frontal crossbites, average accuracy decreased with the DenseNet architecture achieving the highest accuracy among the models with 91.43% in the test dataset. CONCLUSIONS: Convolutional neural networks show high potential in processing clinical photographs and detecting crossbites. This study provides initial insights into how deep learning models can be used for orthodontic diagnosis of malocclusions based on intraoral 2D photographs.

Psychosocial impact of dental aesthetics in adolescent : an evaluation of a latent profile and its associated risk factors.

BACKGROUND: The psychosocial impact of dental aesthetics (PIDA) has a significant effect on well-being and quality of life. This study aimed to explore the latent heterogeneous classes of the PIDA among adolescents and investigate the relationships among identified subtypes and sociodemographic variables, the status of left-behind children, and the clinical manifestations of malocclusion. METHODS: A cross-sectional study on the PIDA among 1451 adolescents aged 11 to 12 years in elementary schools in a rural area in Guangxi, China, was conducted. The PIDA on adolescents was also investigated via latent profile analysis; each predictor was tested via ordinal logistic regression. RESULTS: Three latent classes for the PIDA were identified: low-risk (48.2%), medium-risk (39.8%), and high-risk (11.9%) groups. There were significant differences among the three latent classes. The results revealed that being female, The duration of maternal employment outside the hometown, the largest anterior maxillary irregularity, the largest anterior mandibular irregularity, and the antero-posterior molar relationship (ORs of 1.737, 1.138, 1.117, 1.157, and OR = 1.242; P < 0.001, < 0.01, < 0.01, < 0.01 and < 0.05, respectively) had significant effects on the PIDA on adolescents. CONCLUSIONS: The occlusal features, being female and the duration of maternal employment outside the hometown are risk factors that influence the PIDA on adolescents. This provides an evidence for improving the PIDA status among rural adolescents.

Orthodontic treatment in patients with atypical swallowing and malocclusion: a systematic review.

This review aimed to analyze the correlation between atypical swallowing and malocclusions and how this dysfunction can be treated. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement was followed to conduct this systematic review, and the protocol was registered at International Prospective Register of Systematic Reviews (PROSPERO) with the CRD42024499707. A thorough search was conducted on PubMed, Scopus and Web of Science to find papers that discussed myofunctional and orthodontic treatment for patients with atypical swallowing and malocclusion from 01 January 2003 to 27 November 2023. The search yielded 2554 articles, of which only 12 records were selected for qualitative analysis. The analysis of these articles revealed that orofacial myofunctional therapy, criab appliance, Habit corrector™, and soft tongue restrainers are potential therapies for treating atypical swallowing and malocclusions. The tongue's position affects muscle behavior, leading to malocclusions that can be treated with various therapies, resulting in effective clinical outcomes. However, more research is required to delve deeper into the topic.

Mandibular response after rapid maxillary expansion in mixed dentition children with different vertical growth patterns: a retrospective study.

This study evaluated the mandibular development induced by rapid maxillary expansion (RME) therapy in mixed dentition patients with different vertical growth patterns through long-term observation. The research utilized a retrospective design that included two cohorts: a control group consisting of pediatric subjects with individualized malocclusions, and an experimental group received RME therapy. A total of 60 subjects were included; 37 in the RME group (17 males and 20 females) and 23 in the control group (13 males and 10 females). Based on mandibular plane angles, 19 pertinent cephalometric variables were quantified with Dolphin Imaging software, and participants were subclassified into high-angle and normal-angle subgroups. Changes in the groups during the observation period were statistically analyzed with a t-test. Compared to the control group, both sagittal parameters tended to decrease after treatment in the RME group (p < 0.05), and none of the vertical correlations were statistically different (p > 0.05). Within the normal-angle experimental subgroup, sagittal parameters markedly decreased when contrasted with their normal-angle control group (p < 0.05). Notably, a substantive decrease in overjet was solely observable in the sagittal dimension among the high-angle expansion subgroup when compared to the high-angle control subgroup (p < 0.05). In the vertical dimension, neither the normal-angle nor high-angle subgroups exhibited any statistically significant differences from their respective control cohorts (p > 0.05). Based on long-term observation, RME therapy promotes mandible sagittal growth of the mandible in subjects with normal-angle vertical growth patterns. A similar tendency was not observed in subjects with high-angle vertical growth patterns. In addition, the mandibular plane angle did not increase after RME in children with high-angles.

Occlusal disharmony promotes anxiety-like behaviours by suppressing Sirt1.

BACKGROUND: Previous studies have indicated that occlusal disharmony (OD) can promote anxiety-like behaviours. However, the specific molecules involved in the development of anxiety-like behaviours and their underlying mechanisms remain unknown. METHODS: OD was produced by anterior crossbite of female mice. We measured the anxiety levels of mice in each group and screened the hippocampal mRNA expression profiles of mice in the control group and OD group. The role of target mRNA in OD-induced anxiety-like behaviours was evaluated and we preliminarily explored the possible downstream pathways. RESULTS: The results suggested that OD can induce and promote anxiety-like behaviours with/without chronic unpredictable mild stress. We found that Sirt1 was significantly downregulated within the hippocampus in OD mice. In addition, the downregulation of Sirt1 within the hippocampus in OD and control mice promoted anxiety-like behaviours, increased acetylated histone H3 expression and decreased Dnah12 transcription levels. In contrast, in OD mice subjected to an injection of resveratrol, there was a remission of anxiety-like behaviours and an upregulation of Sirt1 in the hippocampus, the effects of which were accompanied by decreased acetylated histone H3 expression and increased Dnah12 transcription levels. CONCLUSIONS: OD leads to increased sensitivity to chronic stress in mice, resulting in anxiety-like behaviours. During this process, Sirt1 acts as an effective factor in the regulation of OD-induced anxiety-like behaviours. CLINICAL RELEVANCE: OD, as a stressor, could induce anxiety-like behaviours. It investigates the impact of OD (a stressor) on the molecular genetic of the pathophysiology of major neuropsychiatric disorders.

The role of orthodontics in the management of tooth wear.

Pathological tooth wear is a dental problem that affects all age groups and appears to be increasing in prevalence. A subset of these patients may benefit from a combination of orthodontic and restorative care which will be discussed in this article. Orthodontics can help to create the necessary vertical, anterior-posterior and mesio-distal space for restorative work, reducing the need for tooth reduction and lessening the biological costs of restorative care, helping to reposition the gingival margins where this impacts upon aesthetics, as well as correcting co-existing malocclusion.

Interdisciplinary management of orthodontic-dental implant-restorative patients.

This article addresses the management of dental implants in joint orthodontic-restorative cases, emphasising the role of temporary skeletal anchorage devices and interdisciplinary treatment. Focused on complex malocclusions that require dental implants, the article navigates through critical aspects such as diagnosis, treatment planning, implant positioning challenges and the strategic role of temporary skeletal anchorage devices in cases with compromised anchorage. Effective communication, collaborative efforts and strategic planning are highlighted in determining optimal implant numbers, locations and timing of placement. A collaborative, strategic approach to managing the complexities of joint orthodontic-restorative cases involving dental implants is recommended.

Achieving excellence with interdisciplinary approaches in complex orthodontic adult patients.

Over the last decades the percentage of adult orthodontic patients has substantially increased. Undeniably, an important motif for seeking orthodontic care at an older age is smile improvement, but this is not all. Frequently, impaired dentofacial aesthetics are combined with several other issues: severe dentoskeletal malocclusions; multiple tooth loss due to caries or endodontic failure; dental agenesis or trauma; periodontal breakdown; or functional problems, such as temporomandibular disorders or obstructive sleep apnoea. Therefore, comprehensive adult treatment mostly requires close collaboration of a team of equally well-trained dental specialists to select and execute the most suitable treatment option for the individual patient from day one. With joint planning, intensive communication with the patient and the involved specialists, and continuous monitoring of the treatment process, true patient-centred care can be delivered. In order to serve the individual patient best, the treating orthodontist does not only need thorough speciality training and continuing education, but furthermore, should be well-equipped with sufficient knowledge of the other dental fields of expertise. In combination with digital technology as an important tool for enhancing communication and efficient exchange of information between all involved team members, excellent joint clinical skills will take comprehensive interdisciplinary treatment to the next level.

Digital analyses of Bolton tooth size ratios and their association to gender, angle class, and other occlusal traits: a study using a partially automated digital 3D model analysis.

BACKGROUND: This study aims to verify Bolton's values for tooth size ratios and to evaluate possible relationships to different occlusal traits using precise digital measurement methods. MATERIALS AND METHODS: Including 1000 consecutively selected patients from three study centres a digital, partially automated model analysis was performed utilizing the software OnyxCeph. The measurements comprised tooth width for calculation of anterior (AR) and overall ratio (OR) as a percentage, arch width, length, perimeter, overjet, overbite, space analysis in millimetre and the assessment of the angle classification. RESULTS: AR and OR were significantly increased compared to Bolton's ratios of 77.2% (AR) and 91.3% (OR). In the gender comparison, male patients showed larger tooth size ratios, especially in the OR. Patients with Angle Class II/1 and II/2 had smaller tooth size ratios than patients with Angle Class III and I. Thus, patients with Angle Class II/1 had the largest tooth diameters in all maxillary teeth and with Angle Class II/2 the smallest tooth sizes in the mandible. The largest tooth widths in the lower jaw were observed in the Angle Class III patient group. Furthermore, a negative correlation from AR/OR to overjet, overbite, and available space in lower jaw as well as a positive correlation to available space in upper jaw was detected. CONCLUSIONS: There is a clear correlation between the tooth size ratios and the present dysgnathia as well as other orthodontically relevant occlusal traits. This prior knowledge about our patients is extremely important to create an individualized treatment plan and enable sufficient occlusion. To achieve a functionally good occlusion with correct overjet and overbite, it is essential that the maxillary and mandibular teeth are proportional in size. Any deviation from the ideal patient in terms of tooth size, number, shape, or arch must be considered in the pre-therapeutic treatment plan in combination with the existing dysgnathia in order to be able to achieve a stable anterior and posterior occlusion with appropriate adjustments to the therapy post-therapeutically.

Relationship between craniofacial skeletal patterns and anatomic characteristics of masticatory muscles: a systematic review and meta-analysis.

BACKGROUND: The anatomic characteristics of the masticatory muscles differ across craniofacial skeletal patterns. OBJECTIVE: To identify differences in the anatomic characteristics of masticatory muscles across different sagittal and vertical craniofacial skeletal patterns. ELIGIBILITY CRITERIA: Studies measuring the thickness, width, cross-sectional area (CSA), volume and orientation of masticatory muscles in healthy patients of different sagittal (Class I, Class II, and Class III) and/or vertical (normodivergent, hypodivergent, and hyperdivergent) patterns. INFORMATION SOURCES: Unrestricted literature searches in 8 electronic databases/registers until December 2023. RISK OF BIAS AND SYNTHESIS OF RESULTS: Study selection, data extraction, and risk of bias assessment with a customised tool were performed independently in duplicate. Random-effects meta-analysis and assessment of the certainty of clinical recommendations with the GRADE approach were conducted. RESULTS: 34 studies (37 publications) were selected with a total of 2047 participants and data from 16 studies were pulled in the meta-analysis. Masseter muscle thickness in relaxation was significantly greater by 1.14 mm (95% CI 0.74-1.53 mm) in hypodivergent compared to normodivergent patients while it was significantly decreased in hyperdivergent patients by - 1.14 mm (95% CI - 1.56 to - 0.73 mm) and - 2.28 mm (95% CI - 2.71 to - 1.85 mm) compared to normodivergent and hypodivergent patients respectively. Similar significant differences were seen between these groups in masseter muscle thickness during contraction as well as masseter muscle CSA and volume. Meta-analyses could not be performed for sagittal categorizations due to insufficient number of studies. CONCLUSIONS: Considerable differences in masseter muscle thickness, CSA and volume were found across vertical skeletal configurations being significantly reduced in hyperdivergent patients; however, results should be interpreted with caution due to the high risk of bias of the included studies. These variations in the anatomic characteristics of masticatory muscles among different craniofacial patterns could be part of the orthodontic diagnosis and treatment planning process. REGISTRATION: PROSPERO CRD42022371187 .

Factors influencing young patient arrival date at the orthodontic office: a study of 456 cases / Facteurs influençant la date d'arrivée du jeune patient au cabinet d'orthodontie : une étude sur 456 cas.

Introduction: The arrival date young patient's first orthodontic consultation is unrestricted but may influence the choice of treatment plan as well as its modalities. The objective of this study was to determine the factors that influence the date of the first consultation at the orthodontic office: advice from a third party or a health professional, the patient's gender, the socioeconomic level, the actual need for orthodontic treatment, and the vertical and anteroposterior skeletal dysmorphia. Materials and Methods: Young patient's file younger than 16 years were systematically included. A Wilcoxon and Kruskal-Wallis test was performed in univariate and multivariate analysis. The threshold was 5%. Results: 456 young patients were included. Anteroposterior skeletal discrepancy, referral by an acquaintance, and socioeconomic level appeared to be factors influencing patient arrival date. Gender, actual need for orthodontic treatment, referral from a health professional, and vertical skeletal discrepancy did not influence the arrival date at the office. Discussion: The date of consultation is not related to the actual orthodontic treatment need. Word-of-mouth seems to play an important role. Patients seem to relate an anteroposterior discrepancy to the need to consult an orthodontist, but do not relate it to vertical discrepancy, although ventilation may be related to severe dysmorphia. Conclusion: This study encourages more communication about orthodontic treatment indications with patients and caregivers.

Introduction: La date d'arrivée du jeune patient en première consultation orthodontique est libre mais peut influencer le choix du plan de traitement, ainsi que ses modalités. L'objectif de cette étude était de déterminer les facteurs qui influencent la date de première consultation au cabinet d'orthodontie : le conseil d'un tiers ou d'un professionnel de santé, le genre du patient, le niveau socio-économique, le besoin réel de traitement orthodontique, la dysmorphie squelettique verticale et antéro-postérieure. Matériels et méthodes: Les dossiers de jeunes patients de moins de 16 ans ont été systématiquement inclus. Un test de Wilcoxon et Kruskal-Wallis a été effectué en analyse univariée et multivariée. Le seuil retenu était de 5 %. Résultats: Au total, 456 patients ont été inclus. Le décalage squelettique antéro-postérieur, le fait d'être adressé par une connaissance et le niveau socio-économique semblent être des facteurs influençant la date d'arrivée du jeune patient. Le genre, le besoin réel de traitement orthodontique, le fait d'être adressé par un professionnel de santé, le décalage squelettique vertical n'ont pas d'influence sur la date d'arrivée au cabinet. Discussion: La date de consultation n'est pas liée au besoin réel de traitement. Le bouche à oreille semble jouer un rôle important. Les patients semblent faire le lien entre un décalage antéro-postérieur et la nécessité de consulter un orthodontiste, mais ne le font pas pour le décalage vertical alors que la ventilation peut être liée à des dysmorphies sévères. Conclusion: Cette étude encourage à communiquer davantage sur les indications de traitement orthodontique avec les patients et les soignants.

The concept of AI-assisted self-monitoring for skeletal malocclusion.

Background: Skeletal malocclusion is common among populations. Its severity often increases during adolescence, yet it is frequently overlooked. The introduction of deep learning in stomatology has opened a new avenue for self-health management. Methods: In this study, networks were trained using lateral photographs of 2109 newly diagnosed patients. The performance of the models was thoroughly evaluated using various metrics, such as sensitivity, specificity, accuracy, confusion matrix analysis, the receiver operating characteristic curve, and the area under the curve value. Heat maps were generated to further interpret the models' decisions. A comparative analysis was performed to assess the proposed models against the expert judgment of orthodontic specialists. Results: The modified models reached an impressive average accuracy of 84.50% (78.73%-88.87%), with both sex and developmental stage information contributing to the AI system's enhanced performance. The heat maps effectively highlighted the distinct characteristics of skeletal class II and III malocclusion in specific regions. In contrast, the specialist achieved a mean accuracy of 71.89% (65.25%-77.64%). Conclusions: Deep learning appears to be a promising tool for assisting in the screening of skeletal malocclusion. It provides valuable insights for expanding the use of AI in self-monitoring and early detection within a family environment.

The effect of early childhood non-nutritive sucking behavior including pacifiers on malocclusion: a randomized controlled trial.

BACKGROUND/RATIONALE: Systematic reviews on the effects of pacifiers on occlusion have highlighted the need for quality RCTs. TRIAL DESIGN: Single region, three parallel-armed, prospective, randomized controlled trial. OBJECTIVES: To investigate the correlations between early childhood non-nutritive sucking habits and malocclusion. Specifically to test whether the use of a study pacifier has differing effects compared to other pacifiers and control, and whether the duration of pacifier use or digit sucking influence the occlusion. PARTICIPANTS: The subjects were firstborn children, born in 2008 in Vantaa, Finland. INTERVENTION: One-third of participants were offered study pacifiers, free of charge, from birth up to 2 years of age. The history of the subjects' sucking habits, including pacifier use was screened in a questionnaire at the age of 2 years, and clinical examinations were performed at the age of 7 years. In addition, the subjects were divided into groups that were equally matched regarding their mother's level of education. OUTCOMES: Posterior crossbite, anterior crossbite, overjet, deep bite, open bite, and crowding. RANDOMIZATION METHOD: Three districts were randomly allocated to three study groups by drawing lots. BLINDING: It was not possible to blind the clinicians or parents from the intervention. Blinding during data analysis was performed. RESULTS: From the original cohort of 2715 children born in the town of Vantaa, 1911 were excluded and 353 were lost to follow-up. The remaining 451 children were divided into three groups according to the use of pacifiers. The prevalence of posterior crossbite at the age of 7 years was higher if a non-study pacifier had been used (P = .005) even when matched for the mother's level of education (P = .029). The prevalence of posterior crossbite was higher if the pacifier habit had continued for 12 months or more compared to 11 months or less, 7% and 1%, respectively, (P = .003). Digit sucking for 12 months or more was associated with crowding (P = .016). The prevalence of crossbite in the study pacifier group was less than in control pacifiers. HARMS: No adverse harms were reported other than effects on the dentition. CONCLUSION: The use of pacifiers is associated with the posterior crossbite, especially if their use continues for a year or more. Parents/guardians should be advised to stop the use or reduce the use of pacifiers to a minimum after their child's first birthday. TRIAL REGISTRATION: ClinicalTrials.gov NCT01854502.

[The duration of orthodontic treatment and the number of visits depending on the degree of difficulty when using modern orthodontic equipment]. / Prodolzhitel'nost' ortodonticheskogo lecheniya i kolichestvo poseshchenii v zavisimosti ot stepeni ego trudnosti pri ispol'zovanii sovremennoi ortodonticheskoi apparatury.

OBJECTIVE: The aim of the study is to analyze the estimated and actual duration of treatment and the number of visits to the orthodontist by patients using modern orthodontic equipment. Analysis of the duration of orthodontic treatment of patients with varying degrees of difficulty and comparison of the estimated and actually spent time for its implementation. MATERIAL AND METHODS: 308 medical records of patients who underwent orthodontic treatment were analyzed. According to the Siebert - Malygin method, the degree of difficulty of treatment, its duration, the number of necessary visits were calculated and the data obtained were compared with the actual time spent on correcting dental and occlusion anomalies and the number of visits by the patient to the orthodontist. RESULTS: The results of treatment of 308 patients who underwent orthodontic treatment with modern non-removable equipment (braces) are analyzed in the clinic of LLC «Prime dentistry¼ in Ryazan. Before starting treatment, the preliminary treatment time was calculated using the method of determining the difficulty of orthodontic treatment of Siebert - Malygin. The calculation of the degree of difficulty of treatment, its duration, and the number of necessary visits was carried out. The data obtained were compared with the actual time spent on correction of dental and occlusion anomalies and the number of visits by the patient to an orthodontist. It was found that, despite the use of modern equipment, the treatment time practically does not decrease, but the number of visits to achieve the desired result is significantly reduced. Coefficients have been calculated to clarify the required number of visits to the orthodontist. In the treatment of anomalies in the position of teeth (APD), it is 0.77, APD, combined with distal occlusion - 0.79 deep - 0.78, open - 0.66 and mesial - 0.69. CONCLUSION: The use of modern orthodontic equipment reduces the number of patient visits to the doctor, which saves time, reduces labor costs and allows you to provide the necessary assistance to more people in need. The coefficients calculated during the study to determine the required number of visits to an orthodontist by a patient, depending on the existing orthodontic pathology, make it possible to predict the treatment time with greater accuracy when using the Siebert - Malygin method. This is very relevant when planning upcoming manipulations and to more accurately justify the cost of treatment depending on the required time and number of visits to eliminate APS.