Search Results (75)

Background/Objective: This study evaluated the diagnostic performance of vertical growth patterns and mandibular morphology, alongside the anteroposterior dysplasia indicator (APDI), for classifying skeletal malocclusions in a Saudi adult population using cephalometric analysis. Materials and Methods: This retrospective cross-sectional discriminatory performance study analyzed 162 archived lateral cephalometric radiographs of Saudi adults aged 18–44 years. The assessed variables included Frankfort-mandibular plane angle (FMA), gonial angle, ANB angle, and APDI. Statistical analysis involved descriptive statistics, ANOVA with post hoc testing, Pearson correlation, logistic regression, and receiver operating characteristic (ROC) curve analysis. Results: Significant differences among skeletal classes were observed for all evaluated variables (p < 0.05). APDI showed the largest effect size and the highest diagnostic performance, particularly for Class III malocclusion, with excellent discriminatory ability reflected by area under the curve (AUC) values, high sensitivity, and acceptable specificity at optimal cutoff points. FMA showed moderate discriminatory performance, with higher specificity but limited sensitivity, while the gonial angle exhibited comparatively weaker diagnostic performance. In logistic regression analysis, APDI was the only significant independent associated variable of Class II malocclusion. Conclusions: Within the ANB-based classification framework used in this study, APDI showed the highest discriminatory performance for skeletal malocclusion classification, supporting its role as a primary sagittal indicator. FMA contributed adjunctive information on vertical skeletal pattern, while the gonial angle showed limited diagnostic value. Combined assessment of sagittal and vertical parameters may improve cephalometric diagnosis. Full article

Background: Childhood oral hygiene behaviors are crucial to preventing oral diseases and can influence the development and progression of malocclusions. The World Health Organization (WHO) Oral Health Questionnaire is a standardized tool for assessing oral hygiene behaviors, oral health-related behaviors, and preventive dental awareness in children. Aim: This study aimed to assess oral hygiene behaviours and examine associations between WHO Oral Health Questionnaire variables and Angle malocclusion classes among children aged 6–9 years. Materials and Methods: This cross-sectional study included 90 children aged 6–9 years from the Pristina region, Kosovo. Data were collected using the WHO Oral Health Questionnaire for Children, which assessed oral hygiene habits, toothbrushing frequency, fluoride awareness, dental attendance, dietary behaviors, oral symptoms, and oral-health-related quality of life. Malocclusion was classified according to Angle classification into Class I, II, and III malocclusions with 3D intraoral scanners, Aerolscan 3. Descriptive statistical analysis, Chi-square (χ²) test, Spearman correlation analysis, and reliability analysis using Cronbach’s Alpha were performed using SPSS Statistics 23.0 (IBM Corp., Armonk, NY, USA) and Statistica 7.1 (StatSoft Inc., Tusla, OK, USA). Results: Most participants reported regular oral hygiene practices, with 46.7% brushing their teeth two or more times daily. However, limited awareness regarding fluoride-containing toothpaste was observed, as most children answered “don’t know” regarding fluoride use. Occasional toothache or oral discomfort was reported by 33.3% of participants, while 23.3% reported dissatisfaction with dental appearance. Difficulty biting hard foods was present in 34.4% of children. Reliability analysis of the Q10 section demonstrated moderate internal consistency (Cronbach’s Alpha = 0.500). Chi-square analysis demonstrated no statistically significant association between Angle malocclusion classes and WHO questionnaire variables (p > 0.05). The highest χ² value was observed for tooth-cleaning frequency (Q7) (χ² = 11.97; p = 0.152), although the association remained statistically non-significant. Psychosocial impact questions and oral health-related quality of life questions also demonstrated no statistically significant association with malocclusion classes. Conclusions: oral hygiene practices, preventative oral health practices, and oral health-related experiences were comparatively similar among children in different Angle malocclusion classes. Although there were no statistically significant correlations found between malocclusion classes and WHO questionnaire variables, the results show that some children have psychosocial concerns about their dental appearance and insufficient awareness of preventive oral health. The WHO Oral Health Questionnaire is a useful epidemiological tool for evaluating pediatric oral health behaviors and may help build youth orthodontic and preventive oral health policies. Full article

Background/Objectives: Soft tissue profile plays a crucial role in orthodontic diagnosis and treatment planning. However, limited data exist regarding differences in facial soft tissue angles among adolescents with different classes of malocclusion. This study aimed to evaluate variations in soft tissue facial angles among patients with Angle Class I, II, and III malocclusions aged 12–16 years using profile photographs. Methods: This retrospective observational study included 489 patients (330 females and 159 males; mean age 13.69 ± 1.30 years) examined between January 2008 and December 2018. 3D Slicer (Brigham and Women’s Hospital, Boston, MA, USA) was used only for landmark positioning and coordinate extraction from 2D profile photographs. Five facial angles were measured: Nasion–Nose tip–Pogonion (Na-T-Pg), Glabella–Subnasale–Pogonion (Gl-Sn-Pg), Pogonion–Nasion–Upper lip (Pg-Na-Ls), Pogonion–Nasion–Lower lip (Pg-Na-Li), and Pogonion–Subnasale–Upper lip (Pg-Sn-Ls). Statistical analysis was performed using R software, including ANOVA and t-tests, with significance set at p < 0.05. Results: Patients with Class III malocclusion demonstrated significantly higher mean values of the Na-T-Pg and Gl-Sn-Pg angles and lower values of the Pg-Na-Ls, Pg-Na-Li, and Pg-Sn-Ls angles compared with Class I and Class II malocclusions (p < 0.05), indicating mandibular protrusion. Conversely, Class II malocclusion showed lower Na-T-Pg and Gl-Sn-Pg angles and higher Pg-Na-Ls, Pg-Na-Li, and Pg-Sn-Ls values, consistent with mandibular retrusion relative to the maxilla. No clinically significant sex-related differences were observed in most parameters. Conclusions: Significant differences in facial soft tissue angles exist among adolescents with different malocclusion classes. These findings highlight the importance of soft tissue analysis in orthodontic diagnosis and may support the development of artificial intelligence-based tools for automated malocclusion assessment and treatment planning. Full article

Idiopathic root resorption is diagnosed when external root resorption occurs in the absence of an identifiable etiological factor. Two main forms are described in the literature: apical and cervical. Owing to the rarity of this condition and the limited number of published reports, evidence-based recommendations for orthodontic management are currently lacking. The aim of this study was to provide a narrative overview of published case reports describing orthodontic procedures performed in patients with idiopathic root resorption and to supplement the available literature with a detailed clinical case. A case of a 7-year-7-month-old female patient presenting with generalized idiopathic root resorption and a concomitant skeletal Class III malocclusion is described. In this patient, skeletal anchorage was used to support maxillary protraction in an attempt to obtain an orthopedic effect. The literature review had a narrative character and was based on a structured search of the PubMed, Scopus, and Web of Science databases covering the period from January 2010 to December 2025. Only English-language case reports meeting strict eligibility criteria were considered. Of 47 records initially identified, two fulfilled the inclusion criteria; an additional two case reports were retrieved through manual searching. Conclusions: Given that the available evidence is limited to isolated case reports and a single clinical observation, the present findings do not allow for reliable conclusions regarding the safety, effectiveness, or general applicability of orthodontic treatment in patients with idiopathic root resorption. Clinical management should therefore be individualized, with careful documentation and close radiological follow-up. Further well-documented clinical reports are required to better characterize treatment-related risks in this patient group. Full article

Objectives: The present study aimed to evaluate the sexual dimorphism of skeletal and dental anomalies in Romanian orthodontic patients and to describe several important cephalometric measurements in patients with dental malocclusions. Materials and Methods: A total of 450 orthodontic records of patients older than 8 years were evaluated. On lateral cephalometric radiographs, the following cephalometric angles were digitally determined: SNA, SNB, ANB, FMA, IMPA, Max1-FH, SN-Go-Gn, N-A-Pog, Ar-Go-Me, and interincisal angle. The sagittal skeletal and dental malocclusions were diagnosed by two calibrated investigators. Results: The sample comprised 58% females, with a mean age of 20.07 (±8.63) years. The prevalence of dental malocclusions within the Romanian orthodontic sample taken into study was: 50.7% class I, 26.7% class II division 1, 13.3% class III, 4.7% class II, and class II division 2. The prevalence of skeletal anomalies within the Romanian orthodontic patient sample was: 43.3% class I, 28.7% class II due to retrognathic mandible, 17.3% class II due to prognathic maxilla, 8.7% class III due to prognathic mandible, and 2% class III due to retrognathic maxilla. Female patients presented more frequently with Class I or Class II division 2 malocclusion, whereas male patients more frequently exhibited Class III malocclusion. Female patients exhibited skeletal Class II more frequently due to retrognathic mandible, while skeletal Class III, due to prognathic mandible, was more common in male patients. Male patients were more frequently normodivergent, while female patients were more frequently hyperdivergent. Female patients exhibited retroclined upper incisors more frequently, whereas male patients exhibited proclined upper incisors more frequently. Most of the patients with class II division 1 malocclusion were females and exhibited the following cephalometric characteristics: a class II skeletal anomaly due to retrognathic mandible, normal SNA angle, decreased SNB angle, increased ANB angle, proclined upper incisors, proclined lower incisors, decreased interincisal angle, normal vertical growth pattern, closed mandibular angle, and convex facial profile. Most of the patients with class II division 2 malocclusion were females and exhibited the following cephalometric characteristics: a class II skeletal anomaly due to retrognathic mandible, normal SNA angle, decreased SNB angle, increased ANB angle, retroclined upper incisors, proclined lower incisors, increased interincisal angle, hypodivergent vertical growth pattern with a short face tendency, closed mandibular angle, and convex facial profile. Most of the patients with class III malocclusion were males and exhibited the following cephalometric characteristics: both class I and III skeletal anomaly due to prognathic mandible, normal SNA angle, increased SNB angle, decreased ANB angle, proclined upper incisors, normally inclined lower incisors, increased interincisal angle, hypodivergent, normal vertical growth pattern, and a short face tendency, normal mandibular angle, and balanced facial profile. Conclusions: The observed cephalometric differences between Class I, II and III malocclusions provide clinically relevant markers in vertical, sagittal, and dental dimensions that may provide descriptive reference data for similar orthodontic clinical samples. Full article

Background/Objectives: Fibrodysplasia ossificans progressiva (FOP) is an ultra-rare genetic disorder causing progressive heterotopic ossification. The dental phenotype has never been systematically characterised. We quantified dental pathologies and oral health-related quality of life across three age groups of genetically confirmed FOP patients and compared them with 156 matched healthy controls (2022–2025). Methods: A total of 52 FOP patients (Group I: 1–5 y, n = 14; Group II: 6–17 y, n = 21; Group III: 18–35 y, n = 17) underwent standardised dental examination (Decayed, Missing, and Filled Teeth index (DMFT), Oral Hygiene Index Simplified (OHI-S), Angle classification, temporomandibular joint (TMJ) assessment), computed tomography (CT) densitometry, sialometry, salivary crystal analysis, and Oral Health Impact Profile-14 (OHIP-14). Statistical analysis used Kruskal–Wallis, Mann–Whitney U, Benjamini–Hochberg false discovery rate (FDR) correction, and effect sizes. Results: Caries (DMFT ≥ 4) was highly prevalent across all FOP groups (82–86%) and significantly higher than in controls (84.6% vs. 38.5%, p < 0.001). Chronic stomatitis showed large age-group differences: 7.1% in Group I vs. 100% in Group III (p < 0.001); it was universal in FOP adults vs. 6.4% in controls. Enamel hypoplasia (21.4% → 58.8%) and Angle class II malocclusion (0% → 47.1%) also showed large age-group differences. Total TMJ disorders were observed in 7.1% of Group I and 100% of Group III (p < 0.001); maximal mouth opening was lower by 17.4 mm in Group III (Cohen’s d = 2.1). Salivary flow rate was 20% lower in adults (0.35 → 0.28 mL/min, p = 0.01). Calcium phosphate crystals were detected in 3/17 adults (17.6%) and showed a preliminary correlation with CT calcification grade (ρ = 0.67, p = 0.003); given the small number of crystal-positive patients, this finding should be considered hypothesis-generating. OHIP-14 total score was higher (worse) in Group III (48.9 vs. 12.4 in Group I, Cohen’s d = 1.95). Conclusions: This cross-sectional study provides a systematic characterisation of the dental phenotype in FOP across three age groups. It shows that chronic stomatitis and TMJ dysfunction become nearly universal by early adulthood, severely impairing quality of life. The correlation between salivary calcium phosphate crystals and CT calcification generates the hypothesis of a non-invasive biomarker, requiring prospective validation. The proposed clinical phenotype and minimally invasive recommendations provide a framework for safer dental management of FOP patients. Full article

Background: Orthodontic camouflage in Class III patients is a widely used treatment approach. However, its application is subject to specific clinical indications. This narrative review aims to synthesize the current scientific evidence and provide an overview of the available methods, their advantages and limitations, in order to guide the appropriate management of Class III camouflage cases. Methods: A literature search was carried out using five main scientific databases without restrictions. Inclusion criteria were all types of articles published on various orthodontic camouflage techniques for Class III malocclusion in adult patients. The string searches included “camouflage” and “Class III malocclusion”. In addition, a manual search was performed to identify further relevant articles. The methodological quality was assessed using the Oxford Centre for Evidence-Based Medicine (OCEBM) classification. Results: This narrative review synthesizes 128 studies on orthodontic camouflage in adult Class III malocclusion. Among the 128 articles included, 110 (86%) were case reports or small case series, corresponding to level 4–5 evidence. The remaining studies were observational in design, most of them retrospective, corresponding to level 2–3 evidence. Extractive or non-extractive treatment can be used for non-surgical treatment of a Class III in adults. In recent years, aesthetic techniques, such as clear aligners or lingual fixed appliances, have been efficiently performed. Carriere Motion III is a fast and efficient method to mask a Class III occlusal relationship. Moreover, the use of temporary anchored devices (TADs) has proven to be an effective and minimally invasive method for managing mandibular distalization and a retraction of the lower incisors. Conclusions: Although most reports are case-based, recent advances such as TADs and clear aligners offer effective non-surgical alternatives for selected mild-to-moderate cases. Careful patient selection remains critical. The evidence was low-quality, and further prospective studies are needed. Full article

Background: Management of skeletal Class III malocclusion of maxillary origin in late adolescence remains challenging, as conventional tooth-borne orthopedic approaches show reduced effectiveness at advanced stages of skeletal maturation. Minimally invasive, bone-anchored alternatives supported by digital workflows may improve clinical feasibility and patient acceptance. Objective: To describe a digitally guided clinical protocol combining a hybrid maxillary expander and supragingival mandibular miniplates, and to explore skeletal and dentoalveolar outcomes in late adolescents. Methods: This retrospective pilot clinical study included ten late adolescents (mean age 16.0 ± 1.3 years; range 13.8–17.7) in advanced skeletal maturation stages (CS4–CS6) with skeletal Class III malocclusion of maxillary origin. Treatment consisted of a hybrid maxillary expander anchored to palatal miniscrews and custom supragingival mandibular miniplates, placed using a fully digital workflow. Maxillary protraction was performed using a modified Alt-RAMEC protocol followed by continuous intermaxillary elastic traction for 12 months. Pre- and post-treatment cephalometric analyses were conducted. Results: A significant increase in SNA was observed (mean +6.1°, p < 0.001), indicating forward maxillary displacement. The Wits appraisal improved by 3.3 mm (p = 0.007), and the SeMax increased by 2.9 mm (p = 0.0013). No significant changes were found in the SNB or mandibular plane angle. Dentoalveolar effects were limited. Conclusions: Within the limitations of this pilot clinical study, the proposed digitally guided protocol demonstrated clinically relevant maxillary advancement with minimal dentoalveolar side effects and preserved vertical control. This relatively minimally invasive approach compared to conventional subgingival miniplates and orthognathic surgery may represent a feasible treatment option for selected late adolescent patients. Further controlled studies are required to confirm these findings. Full article

Background/Objectives: This study aimed to evaluate the immediate effects of a 2-hinged expander activated with the alternate rapid maxillary expansion–constriction (Alt-RAMEC) protocol on craniofacial structures and the soft tissue periodontium in adolescents with skeletal Class III malocclusion characterized by maxillary retrusion. Methods: Lateral cephalograms obtained at baseline (T0) and immediately after treatment (T1) from 15 adolescents (6 females, 9 males; mean ages 12.6–13.1 years) treated with a 2-hinged expander using a 9-week Alt-RAMEC protocol were analyzed. A control group consisted of 27 untreated Class III individuals (7 females, 20 males; mean ages 12.5–12.6 years). Sagittal and vertical skeletal, dental, and soft tissue measurements were assessed using a Cartesian coordinate system. Periodontal parameters of supporting teeth were evaluated at T0 and T1. Statistical analysis was performed using the Mann–Whitney U and Wilcoxon tests (p < 0.05). Results: Significant anterior maxillary displacement was observed in the treatment group compared with controls (p < 0.01), accompanied by increases in overjet and Wits appraisal (p < 0.05), while mandibular position remained unchanged. The upper lip advanced in accordance with skeletal changes (p < 0.05). Gingival index, bleeding index, and probing pocket depth increased significantly in supporting teeth (p < 0.05), whereas plaque index remained stable (p > 0.05). Conclusions: The 2-hinged expander combined with a 9-week Alt-RAMEC protocol induces immediate skeletal maxillary advancement in growing Class III patients with minimal dental compensation. Short-term periodontal changes suggest a transient inflammatory response associated with appliance therapy. Full article

Background/Objectives: This study aims to evaluate mandibular condylar asymmetry in individuals with different types of skeletal malocclusions using a three-dimensional imaging technique, and to determine the relationship between these anomalies and condylar asymmetry. Methods: The study included 100 individuals who visited the Department of Orthodontics Faculty of Dentistry between 2015 and 2020 and underwent Cone-Beam Computed Tomography (CBCT) imaging for various reasons. The evaluation of condylar asymmetry was performed using the Habets method, and measurements were carried out with the NemoCeph V.2017 software. Participants were categorized into skeletal Class I (2–4°), Class II (>4°), and Class III based on their ANB angles. For statistical analysis, frequency distribution, the Kruskal–Wallis H test, and Spearman’s correlation coefficient were used. Results: No statistically significant relationship was found between gender and skeletal classifications (p > 0.05). In terms of age, the mean age of individuals in the Class III group was significantly lower than that of those in the Class II group (p < 0.05). A weak positive correlation was observed between condylar and ramal indices in the overall sample (p = 0.029); however, this correlation was found to be moderate and statistically significant only within the Class III group (p = 0.002). Conclusions: The presence of a significant relationship between condylar and ramal asymmetries in individuals with Class III malocclusion indicates an increased risk of developing facial asymmetry if left untreated. These findings underscore the importance of skeletal malocclusions in influencing condylar morphology. Full article

Objective: This study aimed to evaluate the relationship between craniocervical posture and skeletal malocclusion patterns in adolescents. Methods: This cross-sectional study included 80 adolescents aged 10–15 years diagnosed with skeletal Class I, Class II Division 1, Class II Division 2, or Class III malocclusion. Postural parameters—Sagittal Head Angle (SHA), Craniocervical Angle (CA), and Shoulder Angle (SA)—were assessed using standardized sagittal-plane digital photographs obtained in Natural Head Position. Skeletal classification and cephalometric measurements (SNA°, SNB°, ANB°, GoGn/SN°, and Occlusal Plane/SN°) were determined from lateral cephalometric radiographs. Intergroup comparisons were performed using the Kruskal–Wallis test, and posture–skeletal relationships were evaluated using Pearson and Spearman correlation analyses (p < 0.05). Results: No significant differences were observed in postural parameters among skeletal malocclusion classes (p > 0.05). In the overall sample, SHA showed weak negative correlations with SNA° (r = −0.284, p < 0.01) and SNB° (r = −0.381, p < 0.01), and a weak positive correlation with Occlusal Plane/SN° (r = 0.235, p < 0.05). No significant associations were identified for CA or SA. Subgroup analysis demonstrated that these associations were present exclusively in the Class II Division 2 group, where SHA showed strong negative correlations with both SNA° (r = −0.653, p < 0.01) and SNB° (r = −0.605, p < 0.01). Conclusions: Sagittal head posture may show phenotype-specific associations during adolescence, particularly in Class II Division 2 malocclusion. Incorporating postural assessment into orthodontic evaluation may enhance diagnostic understanding during growth. Full article

Objective: External apical root resorption is a frequent complication of orthodontic treatment, and the response of endodontically treated teeth remains controversial. This study aimed to compare external apical root resorption (EARR) in endodontically treated teeth and vital teeth following fixed orthodontic treatment in patients with Angle Class I, II, and III malocclusions using digital panoramic radiography. Methods: This retrospective longitudinal study included 60 patients (mean age: 16.3 ± 2.4 years) who underwent non-extraction fixed orthodontic treatment. A paired contralateral within-subject design was used, whereby each patient contributed one endodontically treated tooth and its symmetrical untreated vital counterpart. Root length was measured on calibrated panoramic radiographs obtained before (T0) and after treatment (T1). Differences were analyzed using the Wilcoxon signed-rank and Kruskal–Wallis tests (p < 0.05). Results: Both endodontically treated and vital teeth exhibited statistically significant reductions in root length between T0 and T1 (mean reduction: 1.02 ± 1.36 mm and 1.11 ± 1.79 mm, respectively; p < 0.001). No significant difference was observed between the two tooth types regarding the magnitude of resorption. Similarly, no significant differences were detected among Angle Class I, II, and III malocclusion groups. The observed mean reduction of approximately 1 mm suggests limited apical shortening within the range generally considered clinically moderate. Conclusions: Endodontically treated teeth exhibited a degree of EARR comparable to that of vital teeth following fixed orthodontic treatment, suggesting that properly treated endodontic teeth do not pose an increased risk of clinically relevant apical root resorption during orthodontic therapy. Full article

Objective: This retrospective comparative cohort study investigated the craniofacial growth effects of the RAMPA (Right Angle Maxillary Protraction Appliance) system. The system aims to protract the maxilla in an anterosuperior direction to address maxillary hypoplasia and skeletal Class III malocclusion, potentially mitigating the posteroinferior displacement often associated with conventional orthopedic approaches. Materials and Methods: Craniofacial measurements were analyzed before (T1) and after (T2) RAMPA treatment in 30 growing patients (17 males, mean age 7.32 years; 13 females, mean age 8.34 years). Coben analysis was utilized to quantitatively evaluate coordinate relationships and proportional changes based on the Frankfurt Horizontal plane. Statistical significance was determined using paired t-tests or Wilcoxon signed-rank tests (two-sided, α = 0.05) without adjustment for multiple comparisons due to the exploratory nature of the study. Results: RAMPA treatment was associated with significant increases in facial depth (Ba-N) and anterior facial height (N-Me) in both sexes. Specifically, facial depth increased by an average of 2.65 mm in males (p = 0.001) and 2.18 mm in females (p = 0.007). Female patients showed a significant increase in the maxillary depth ratio (Ptm-A/Ba-N), while males exhibited a significant decrease in the Gonial Angle (avg. 1.47° decrease), suggesting anterior mandibular rotation. Conclusions: RAMPA treatment effectively promoted anterosuperior craniofacial growth and induced favorable mandibular rotation in this cohort. These findings suggest the system has potential clinical value for improving craniofacial balance in skeletal Class III malocclusion. While improved cervical posture is a theoretical benefit of such remodeling, systemic outcomes were not directly measured in this study. Full article

Unlike skeletal Class I and II patients, the application of maxillomandibular advancement (MMA) in skeletal Class III patients with obstructive sleep apnea (OSA) is not well documented. The aim of this scoping review was to explore the variations and outcomes of MMA techniques in this unique subgroup. A comprehensive search of PubMed, Embase, Cochrane and LILACS databases were conducted for articles published up to May 2025. Nine studies met the inclusion criteria. Three main variations of MMA were identified: (1) Bimaxillary advancement, which provides the most significant airway enlargement across all pharyngeal regions but carries the highest risk of facial aesthetic distortion; (2) Maxillary advancement with mandibular auto-rotation, a less invasive option suited for patients with isolated maxillary retrusion and symmetrical mandibular anatomy; (3) Maxillary advancement with mandibular setback, which addresses aesthetic concerns in patients with mandibular excess but may compromise oropharyngeal airway space. All variations were reported to be effective in treating OSA (Reduction of AHI by at least 50%) but with different considerations. Surgical planning for skeletal Class III patients with OSA should be individualized based on craniofacial morphology, anatomical site of airway obstruction, and aesthetic considerations. A decision flowchart was shared in this study. Full article

Background/Objectives: Accurate identification of dental malocclusions from routine clinical photographs can be time-consuming and subject to interobserver variability. A YOLOv11-based deep learning approach is presented and evaluated for automatic malocclusion detection on routine intraoral photographs, testing the hypothesis that training on a structured annotation protocol enables reliable detection of multiple clinically relevant malocclusions. Methods: An anonymized dataset of 5854 intraoral photographs (frontal occlusion; right/left buccal; maxillary/mandibular occlusal) was labeled according to standardized instructions derived from the Index of Orthodontic Treatment Need (IOTN) A total of 17 clinically relevant classes were annotated with bounding boxes. Due to an insufficient number of examples, two malocclusions (transposition and non-occlusion) were excluded from our quantitative analysis. A YOLOv11 model was trained with augmented data and evaluated on a held-out test set using mean average precision at IoU 0.5 (mAP50), macro precision (macro-P), and macro recall (macro-R). Results: Across 15 analyzed classes, the model achieved 87.8% mAP50, 76.9% macro-P, and 86.1% macro-R. The highest per-class AP₅₀ was observed for Deep bite (98.8%), Diastema (97.9%), Angle Class II canine (97.5%), Anterior open bite (92.8%), Midline shift (91.8%), Angle Class II molar (91.1%), Spacing (91%), and Crowding (90.1%). Moderate performance included Anterior crossbite (88.3%), Angle Class III molar (87.4%), Head bite (82.7%), and Posterior open bite (80.2%). Lower values were seen for Angle Class III canine (76%), Posterior crossbite (75.6%), and Big overjet (75.3%). Precision–recall trends indicate earlier precision drop-off for posterior/transverse classes and comparatively more missed detections in Posterior crossbite, whereas Big overjet exhibited more false positives at the chosen threshold. Conclusion: A YOLOv11-based deep learning system can accurately detect several clinically salient malocclusions on routine intraoral photographs, supporting efficient screening and standardized documentation. Performance gaps align with limited examples and visualization constraints in posterior regions. Larger, multi-center datasets, protocol standardization, quantitative metrics, and multimodal inputs may further improve robustness. Full article