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Artificial intelligence (AI) has been utilized in soft-tissue analysis and prediction in orthodontic treatment planning, although its reliability has not been systematically assessed. This scoping review was conducted to outline the development of AI in terms of predicting soft-tissue changes after orthodontic treatment, as well as to comprehensively evaluate its prediction accuracy. Six electronic databases (PubMed, EBSCOhost, Web of Science, Embase, Cochrane Library, and Scopus) were searched up to March 14, 2023. Clinical studies investigating the performance of AI-based systems in predicting post-orthodontic soft-tissue alterations were included. The Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2) and Joanna Briggs Institute (JBI) appraisal checklist for diagnostic test accuracy studies were applied to assess risk of bias, while the Grading of Recommendation, Assessment, Development, and Evaluation (GRADE) assessment was conducted to evaluate the certainty of outcomes. After screening 2500 studies, four non-randomized clinical trials were finally included for full-text evaluation. We found a low level of evidence indicating an estimated high overall accuracy of AI-generated prediction, whereas the lower lip and chin seemed to be the least predictable regions. Furthermore, the facial morphology simulated by AI via the fusion of multimodality images was considered to be reasonably true. Since all of the included studies that were not randomized clinical trials (non-RCTs) showed a moderate to high risk of bias, more well-designed clinical trials with sufficient sample size are needed in future work.
Subject(s)
Artificial Intelligence , Reproducibility of ResultsABSTRACT
Abstract Objective: To evaluate, by a three-dimensional study, the volumetric and integumentary effects of rapid maxillary expansion on the nose, in mouth breathing kids with maxillary hypoplasia, in the short term, assessing the possible interference of gender, growth and age on the results achieved. Methods: 120 mouth breathing patients with maxilla hypoplasia were divided into an Experimental Group treated by rapid maxillary expansion (n = 104, 62 males and 42 females, mean age 10.1 years, SD = 2.10, ranging from 5.1 to 13.9 years); and Control Group, constituted by 16 patients (9 males and 7 females, mean age 9.3 years, SD = 2.1 years, ranging from 6.1 to 13.2 years). Patients in the experimental group underwent multislice computed tomography examinations at two different times: (T1) pre-expansion and (T2) post-expansion. The control group was submitted to the same tests at the same time intervals. Six soft tissue variables of the nose were studied, besides the volume and area of the nasal cavity, and the measurement and comparison of data between T1 and T2 were performed using the Dolphin Imaging 11.7 Premium software. Results: The experimental group showed significant mean increases in all soft tissue variables studied (p < 0.005), yet there were no significant changes in the control group. In the comparison between groups, only inclination of the nasal dorsum did not present any significant change. Conclusion: Rapid maxillary expansion may alter the nasal shape and physiology, by anatomical changes in the nose soft tissues, making it an important aid in the treatment of mouth breathing in childhood. Level of evidence: The soft tissues of the nose play an important role in nasal shape and physiology and facial esthetics, and since they are directly related to the nasal valves, they are fundamental for maintenance and stability of the nasal breathing pattern.
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Abstract Objective: To compare soft tissue changes in Class I borderline cases treated with extraction and nonextraction modalities. Methods: A parent sample of 150 patients with Class I dental and skeletal malocclusion (89 patients treated with premolar extraction and 61 patients without extraction) was randomly selected and subjected to discriminant analysis which identified the borderline sample of 44 patients (22 extraction and 22 nonextraction patients). Pretreatment and post-treatment cephalograms of the borderline subsample were analyzed using 22 soft tissue parameters. Results: Upper and lower lips were more retracted and thickness of the upper lip increased more in the borderline extraction cases (p < 0.01). The nasolabial angle became more obtuse and the interlabial gap was reduced in the borderline extraction cases (p < 0.01). Lower lip, interlabial gap and nasolabial angle showed no changes in the borderline nonextraction cases. Conclusion: The soft tissue parameters which can be used as guideline in decision making to choose either extraction or nonextraction in Class I borderline cases are upper and lower lip protrusion in relation to the E-plane and Sn-Pg' line, lower lip protrusion in relation to the true vertical line (TVL), upper lip thickness, nasolabial angle and interlabial gap.
RESUMO Objetivo: comparar as alterações sofridas nos tecidos moles em casos limítrofes de Classe I tratados com extrações e sem extrações. Métodos: uma amostra inicial de 150 pacientes com má oclusão esquelética e dentária de Classe I (89 pacientes tratados com extrações de pré-molares e 61 pacientes tratados sem extrações) foi aleatoriamente selecionada e submetida a uma análise discriminante, a qual permitiu selecionar uma amostra de 44 pacientes limítrofes (22 tratados com extrações e 22 tratados sem extrações). Telerradiografias obtidas antes e depois do tratamento dessa subamostra de pacientes limítrofes foram analisadas, utilizando-se 22 grandezas em tecidos moles. Resultados: nos casos limítrofes tratados com extrações, houve maior retração dos lábios superior e inferior e um maior aumento na espessura do lábio superior (p < 0,01); bem como o ângulo nasolabial tornou-se mais obtuso e o espaço interlabial sofreu redução (p < 0,01). Já nos casos limítrofes tratados sem extrações, o lábio inferior, o espaço interlabial e o ângulo nasolabial não apresentaram alterações significativas. Conclusão: as grandezas em tecidos moles que podem ajudar na tomada de decisão entre o tratamento com e sem extrações nos casos limítrofes de Classe I são: protrusão dos lábios superior e inferior em relação ao plano E e em relação à linha Sn-Pg', protrusão do lábio inferior em relação à linha vertical verdadeira (LVV), a espessura do lábio superior, o ângulo nasolabial e o espaço interlabial.
Subject(s)
Humans , Male , Female , Orthodontics, Corrective/methods , Tooth Extraction , Esthetics, Dental , Face/anatomy & histology , Malocclusion, Angle Class I/therapy , Bicuspid/surgery , Discriminant Analysis , Nose/anatomy & histology , Chin/anatomy & histology , Lip/anatomy & histologyABSTRACT
Objective To study the clinical value of X -ray examination in the diagnosis of bone and joint trauma and soft tissue changes .Methods 60 patients diagnosed with bone and joint trauma admitted in our hospital from January 2012 to January 2014 were selected and given anterior and posterior X -ray, patients with no definite diseases were given varus -valgus position shooting in order to further determine definite diseases , relative data were then collected .Results X -ray examination could assistthe development of treatment plans .X-ray plain films could not directly demonstrate the soft tissue changes without the auxiliary method of MRI .Conclusion Patients u-sually only pay attention to the severity of fracture but ignore the obvious trauma fractures and soft tissue changes .The application of X-ray examination enables the patients to attach importance to the treatment of traumatic soft tissue changes, and is worthy of promotion .
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Subject(s)
Humans , Cone-Beam Computed Tomography , Incisor , Lip , Mandible , Maxilla , Orthognathic Surgery , Osteotomy , Osteotomy, Sagittal Split Ramus , SpineABSTRACT
OBJETIVO: avaliar cefalometricamente as alterações tegumentares e dentoalveolares em jovens brasileiros portadores de má oclusão de Classe II, 1ª divisão, tratados com APM associado à Ortodontia corretiva fixa. MÉTODOS: a amostra consistiu-se de 28 pacientes (16 do sexo feminino e 12 do sexo masculino), com idade média de 13,06 anos, tratados por um período médio de 14,43 meses. As alterações foram medidas em 56 cefalogramas específicos, obtidos das telerradiografias laterais feitas antes e após o tratamento, por dois examinadores calibrados para identificar as alterações tegumentares e dentoalveolares, utilizando-se grandezas cefalométricas lineares e angulares. As variáveis independentes (sexo, idade, padrão facial, tipo de APM, arco, técnica e tempo de tratamento) foram consideradas e analisadas com as grandezas cefalométricas lineares e angulares. As respostas ao tratamento foram analisadas e comparadas pelos testes Wilcoxon Signed Ranks e Mann-Whitney para um nível de significância de 5 por cento. RESULTADOS: os resultados mostraram mudanças dentoalveolares de grande magnitude, provocando, assim, mudanças favoráveis no tecido mole. Observou-se, ainda, que as variáveis idade, tipo de APM e técnica utilizada influenciaram no tratamento. CONCLUSÕES: o APM mostrou-se uma alternativa eficaz para o tratamento da má oclusão de Classe II, 1ª divisão, propiciando alterações dentoalveolares e tegumentares com resultados clínicos satisfatórios.
OBJECTIVE: To perform a cephalometric evaluation of dentoalveolar and soft tissue changes in Brazilian youths with Class II, division 1 malocclusion, treated with a mandibular protraction appliance (MPA) combined with fixed corrective orthodontics. METHODS: The sample consisted of 28 patients (16 females and 12 males) with a mean age of 13.06 years, treated for a mean period of 14.43 months. The changes were measured on 56 specific cephalometric analysis obtained from lateral cephalograms taken before and after treatment by two calibrated examiners in order to identify soft tissue and dentoalveolar changes using linear and angular cephalometric measures. The independent variables sex, age, facial pattern, MPA model, archwire, technique and treatment time were registered and analyzed using linear and angular cephalometric measures. Treatment responses were analyzed and compared by the Wilcoxon Signed Ranks and Mann-Whitney tests at a significance level of 5 percent. RESULTS: The results showed dentoalveolar changes of great magnitude, which caused positive changes in soft tissue. It was also noted that the variables age, MPA model and technique influenced the treatment. CONCLUSIONS: MPA proved to be an effective alternative in the treatment of Class II, division 1 malocclusion, inducing dentoalveolar and soft tissue changes with satisfactory clinical results.
Subject(s)
Humans , Male , Female , Adolescent , Cephalometry , Malocclusion, Angle Class II , Mandibular Advancement , Orthodontic Appliances , OrthodonticsABSTRACT
The purpose of this study was to examine the soft tissue changes in skeletal class II patients after mandibular advancement by bilateral sagittal split ramus osteotomy (BSSRO). In Asian population, the incidence of skeletal class II malocclusion is lower than that of skeletal class III malocclusion unlike the caucasians. This study was conducted to figure out the ratio at which hard tissue and soft tissue changes after mandibular advancement by analyzing cephalograms of 13 patients that have undergone the mandibular advancement surgery. As a result, change ratios of Li, B', Pog' according to the movement of li, B, Pog were found to be 0.59, 1.06, 0.82. Also, vertical height of vermilion zone (Si-Vb) and lower lip and chin (Si-Me') were measured to evaluate vertical changes. Vermilion zone showed tendency to decrease by 1.02 mm on the average postoperatively, whereas vertical length of lower lip and chin showed tendency to increase by 3.57 mm on the average.
Subject(s)
Humans , Asian People , Chin , Incidence , Lip , Malocclusion , Mandibular Advancement , Osteotomy , Osteotomy, Sagittal Split RamusABSTRACT
PURPOSE: The purpose of this study was to measure the anteroinferior changes and the degree of vertical changes to facilitate the prediction of treatment outcome in patients undergoing genioplasty only, genioplasty with bilateral sagittal split ramus osteotomy (BSSRO), genioplasty, or BSSRO and Lefort I osteotomy. MATERIALS AND METHODS: Serial cephalometry was performed on 25 patients at 1-year follow-up after genioplasty, to assess skeletal changes and relapse. Surgery was performed using conventional techniques. RESULTS: The mean ratio was 0.9 : 1 of soft tissue to skeletal movement at pogonion, but the average difference between hard and soft tissue was large; thus, the prediction of anteroposterior soft tissue changes was quite inaccurate. CONCLUSION: We observed a good correlation between the amount of hard versus soft tissue change with surgery in the horizontal direction, but a poor correlation in the vertical plane.
Subject(s)
Adolescent , Adult , Female , Humans , Male , Young Adult , Malocclusion, Angle Class III/pathology , Mandible/pathology , Osteotomy/methods , Osteotomy, Le Fort/methods , Plastic Surgery Procedures/methods , Treatment OutcomeABSTRACT
Subject(s)
Humans , Congenital Abnormalities , Esthetics , Jaw , Lip , Malocclusion , Maxilla , Nose , Orthognathic Surgery , Prognathism , SpineABSTRACT
Numbers of postulations lie on the difference of integumental changes with two major surgical remedies of one jaw vs. two jaw surgery in skeletal Class III malocclusion. Accordingly it was the aim of the study to elucidate the skeletal profile changes with an accompanying disposition of soft tissues, consequently to yield the correlation and ratio of soft tissue changes with two types of surgical procedures, which in turn make it possible to predict the soft tissue outcomes by means of assembled regression equations. Cephalometric headfilms of fifty two adult skeletal Class III comprised of 26 maxillary advancement by Le Fort I osteotomy and mandibular setback by sagittal split ramus osteotomy simultaneously (double jaw surgery, group A), 26 mandibular setback alone (one jaw surgery, group B) were statistically analyzed. Group A manifested 72.4% soft tissue advancement to skeletal changes in the upper lip area, while group B appeared to have no statistically significant changes. The nasolabial angle showed more increment in group A than in group B, whereas the mentolabial angle illustrated more reduction in group B. The backward movement of soft tissue pogonion to skeletal change revealed 98% in group A, and 109% in group B. The double jaw surgery group characteristically revealed remarkable integ umental change in the upper lip area, while the one jaw surgery had major effects in the lower lip and soft tissue pogonion areas.
Subject(s)
Adult , Humans , Jaw , Lip , Malocclusion , Orthognathic Surgery , Osteotomy , Osteotomy, Sagittal Split RamusABSTRACT
The aim of this study was to evaluate the amount and interrelationship of the soft and hard tissue changes after simultaneous maxillary clockwise rotation and mandibular setback surgery in skeletal class III malocclusion. The sample comprised of 16 adult patients who had anteroposterior skeletal discrepancy. These patients had received presurgical orthodontic treatment and surgical treatment which consisted of Le fort I Osteotomy and bilateral saggital split ramus osteotomy. The presurgical (T1) and postsurgical (T2) lateral cephalograms were evaluated. The computerized statistical analysis was carried out with SPSS/PC program. The results demonstrated a decrease in the vertical dimension in the soft and hard tissue. The nasolabial angle was increased and the mentolabial angle was decreased. The results showed also many statistically significant correlations(p<0.05). The lower lip closely followed the skeletal movement of the B- point in the horizontal plane. The double jaw rotation surgery can afford a good solution to solve the problems of class III malocclusion cases.
Subject(s)
Adult , Humans , Jaw , Lip , Malocclusion , Osteotomy , Vertical DimensionABSTRACT
The purpose of this study was to evaluate the amount and interrelationship of hard and soft tissue changes after mandibular setback osteotomy and reduction genioplasty in mandibular prognathism with long anterior facial height. The control group (Group A) consisted of 20 patients who had severe horizontal discrepancy. They experienced presurgical orthodontic treatment and orthognathic surgery via mandibular setback. The experimental group (Group B) consisted of 20 patients who had severe horizontal and vertical discrepancy. They experienced presurgical orthodontic treatment and orthognathic surgery via mandibular setback and reduction genioplasty. The presurgical and postsurgical lateral cephalograms were valuated. The computerized statistical analysis was carried on with EXCEL 97 program. The results were as follows : 1. The correlation of hard and soft tissue horizontal changes in lower 2/3 of lower anterior facial height were high for both groups. The correlation coefficients of hard tissue changes and Ls, Stm, Li changes in group B were moderately higher than Group A. 2. The correlation of hard and soft tissue vertical changes in Group B were lower than Group A. (except for pointB-Ils, Me-Me') 3. The ratio for soft tissue to Pog in Group B was lower than Group A. The ratios of hard and soft tissue vertical changes were 32% at Ils, 54% at Pog', and 60% at Me'. 4. The ratio of lower anterior facial height to total anterior facial height was reduced for both group. But ratio of upper 1/3 of lower anterior facial height to total anterior facial height did not changed significantly in Group B. 5. Reduction genioplasty combined with mandibular setback procedure showed no change in upper one third(Sn-Stm) and significant decrease(Stm-Me') in the lower two thirds of the soft-tissue anterior lower facial height.
Subject(s)
Humans , Genioplasty , Orthognathic Surgery , Osteotomy , PrognathismABSTRACT
The purpose of this study was to evaluate the amount and interrelationship of the soft and hard tissue changes after simultaneous maxillary advancement and mandibular setback surgery in skeletal Class III malocclusion. The sample consisted of 25 adult patients(13 males and 12 females) who had severe anteroposterior skeletal discrepancy. These patients had received presurgical orthodontic treatment and surgical treatment which consisted of simultaneous Le Fort I or Le Fort II osteotomy and bilateral sagittal split ramus osteotomy. The presurgical and postsurgical lateral cephalograms were evaluated. The computerized statistical analysis was carried out with SPSS/PC+ program. The results were as follows: 1. The correlation of maxillary hard and soft tissue horizontal changes were high and the ratios for soft tissue to A point were 71% at Sn, 67% at SLS and 37% at LS. 2. The correlation of mandibular hard and soft tissue horizontal changes were very high and the ratios were 84% at LI, 107% at ILS, 96% at Pog' and 97% at Gn'. 3. The correlation of mandibular hard tissue horizontal changes and soft tissue vertical changes were moderate. 4. The upper to lower lip length were increased(P<0.001). 5. The soft tissue thickness were decreased in upper lip and increased in lower lip(P<0.001). The postsurgical changes were reversely correlated with initial thickness in upper lip.