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Effects of surgical orthodontic treatment on masticatory behaviour of patients with jaw deformities measured by wearable device. 可穿戴设备测量正畸手术治疗对颌骨畸形患者咀嚼行为的影响。
IF 2.7 Pub Date : 2025-12-16 DOI: 10.1016/j.ijom.2025.11.008
M M Maung, R Takeuchi, K Haga, D Hasebe, J Nihara, T Kobayashi

Evaluating masticatory behaviour before and after surgical orthodontic treatment is crucial for successful postoperative oral rehabilitation of patients with jaw deformities. In this study, masticatory function was evaluated by measuring masticatory behaviour quantitatively in patients with jaw deformities before and after surgical orthodontic treatment. The untreated group included 42 patients with jaw deformities. The post-treatment group included 55 patients whose jaw deformities had been corrected surgically at least 1 year previously. The control group included 53 adults with individual normal occlusion. Masticatory behaviour was measured using a Bitescan device, and the occlusal contact area and maximum occlusal force were measured using Dental Prescale II system. The post-treatment group had the longest eating time (P = 0.008 compared to the control group). There was no significant difference in the right-left imbalance among the groups (P = 0.078). Both occlusal contact area and maximum occlusal force of the untreated group and post-treatment group were significantly lower than those of the control group (all P < 0.001). This study revealed that postoperative masticatory behaviour was not sufficiently improved, suggesting the possibility of insufficient adaptation to postoperative occlusion, a state of recovery of masticatory muscles, and a reliance on habitual masticatory behaviour.

在正畸手术治疗前后评估咀嚼行为对颌骨畸形患者术后口腔康复的成功至关重要。在这项研究中,通过定量测量颌骨畸形患者在正畸手术治疗前后的咀嚼行为来评估咀嚼功能。未治疗组包括42例颌骨畸形患者。治疗后组包括55例至少1年前手术矫正下颌畸形的患者。对照组为53例正常咬合的成人。使用Bitescan设备测量咀嚼行为,使用Dental precale II系统测量咬合接触面积和最大咬合力。治疗后组进食时间最长(P = 0.008)。两组间左右不平衡无显著性差异(P = 0.078)。治疗组和治疗后组的咬合接触面积和最大咬合力均显著低于对照组(均P < 0.001)。本研究显示,术后咀嚼行为没有得到充分改善,提示可能是对术后咬合适应不足,处于咀嚼肌肉恢复状态,依赖习惯性咀嚼行为。
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引用次数: 0
Long-term follow-up of Class II malocclusion treated with bilateral sagittal split osteotomy: a retrospective study with 6-19 years of follow-up. 双侧矢状面劈开截骨术治疗II类错牙合的长期随访:随访6-19年的回顾性研究。
IF 2.7 Pub Date : 2025-12-16 DOI: 10.1016/j.ijom.2025.12.002
A Al Khatib, A Thor, F Jabbari

This retrospective cohort study was performed to investigate the long-term skeletal, dental, and aesthetic stability, and patient satisfaction, following mandibular advancement with bilateral sagittal split osteotomy (BSSO) in skeletal Class II malocclusion patients. The follow-up period ranged from 6 to 19 years (mean 11.9 years), longer than in many previous studies. Twenty-nine patients (18 female, 11 male) who underwent mandibular advancement with rigid internal fixation between 2004 and 2017 were included. Lateral cephalometric radiographs from four time points were analysed: pre-surgery (T1), post-surgery (T2), 6-12 months post-surgery (T3), and long-term follow-up (T4). Patient satisfaction with the treatment outcome was assessed using the Orthognathic Quality of Life Questionnaire (OQLQ, Swedish version). The mean mandibular advancement was 5.53 ± 1.91 mm. Long-term follow-up revealed stable skeletal and dental outcomes, with no significant relapse in SNB, ANB, overjet, or overbite between T3 and T4. Soft tissue changes (T3-T4) for lower lip to E-line distance (mean -3.86 mm to -4.74 mm) and N'-Sn-Pog' angle (mean 159.91-162.11°) were statistically significant (P < 0.001) but not clinically relevant. Neurosensory disturbances were present in 21 patients after the surgery (72%), and these persisted in 13 at long-term follow-up (45%). Despite this, OQLQ scores indicated high patient satisfaction (mean 12.6, range 0-70), with minimal functional problems and improved oral health-related quality of life. These findings demonstrate the long-term skeletal and dental stability of BSSO with rigid fixation, as well as its effectiveness in achieving high patient satisfaction in the correction of skeletal Class II malocclusion.

本研究是一项回顾性队列研究,目的是研究双侧矢状面劈开截骨术(BSSO)治疗II类骨错患者下颌前移术后的长期骨骼、牙齿和美观稳定性以及患者满意度。随访时间从6年到19年不等(平均11.9年),比之前的许多研究都要长。在2004年至2017年期间,29名患者(18名女性,11名男性)接受了下颌前移和刚性内固定。分析术前(T1)、术后(T2)、术后6-12个月(T3)和长期随访(T4)四个时间点的头颅侧位x线片。采用瑞典版正颌生活质量问卷(OQLQ)评估患者对治疗结果的满意度。下颌平均前进5.53±1.91 mm。长期随访显示骨骼和牙齿的预后稳定,在T3和T4之间没有明显的SNB、ANB、复咬或复咬复发。下唇与e线距离(平均-3.86 mm ~ -4.74 mm)和N′-Sn-Pog′角度(平均159.91 ~ 162.11°)的软组织变化(t3 ~ t4)差异有统计学意义(P < 0.05)
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引用次数: 0
Evaluation of submandibular gland involvement in oral squamous cell carcinoma patients. 口腔鳞状细胞癌患者颌下腺受累的评估。
IF 2.7 Pub Date : 2025-12-15 DOI: 10.1016/j.ijom.2025.12.003
P Balakrishnan, C C Tan, A Ramanathan, W M N Ghani, S M Y Chong, S Gopalan, M B Z Abidin, F A Rahman, K Kadir

In the management of oral squamous cell carcinoma (OSCC), neck dissection is essential for achieving loco-regional control. The submandibular gland (SMG) is frequently removed during this procedure, which may result in xerostomia and negatively affect postoperative quality of life. Although preservation of SMG could be beneficial, its oncological safety in OSCC remains uncertain. This retrospective, cross-sectional, multicentre study aimed to determine the prevalence of SMG involvement in OSCC, identify associated risk factors, and evaluate its impact on survival. Clinical and pathological data of OSCC patients diagnosed between 2000 and 2021 were analysed. Patients who did not undergo neck dissection, received neoadjuvant therapy, or had incomplete records were excluded. Data were obtained from the Malaysian Oral Cancer Database and Tissue Bank System. Survival outcomes were analysed using Kaplan-Meier estimates and log-rank tests. Among 223 included patients, SMG involvement was uncommon (n = 7, 3.1%). Most affected cases involved buccal mucosa OSCC and presented with advanced disease (cTNM stage IVa). SMG involvement was significantly associated with level Ib lymph node metastasis (P < 0.001) and extranodal extension (P = 0.013). No significant association was observed between SMG involvement and overall or disease-free survival. SMG preservation appears feasible in selected OSCC patients.

在口腔鳞状细胞癌(OSCC)的治疗中,颈部清扫是实现局部区域控制的必要条件。在此过程中,下颌腺(SMG)经常被切除,这可能导致口干,并对术后生活质量产生负面影响。虽然保存SMG可能是有益的,但其在OSCC中的肿瘤安全性仍不确定。这项回顾性、横断面、多中心的研究旨在确定OSCC中SMG的患病率,确定相关的危险因素,并评估其对生存的影响。分析2000年至2021年诊断的OSCC患者的临床和病理资料。未进行颈部清扫、接受新辅助治疗或记录不完整的患者排除在外。数据来自马来西亚口腔癌数据库和组织库系统。使用Kaplan-Meier估计和log-rank检验分析生存结果。在223例纳入的患者中,SMG受累不常见(n = 7,3.1%)。大多数病例累及颊粘膜OSCC,并表现为晚期疾病(cTNM IVa期)。SMG受损伤与Ib级淋巴结转移(P < 0.001)和结外延伸(P = 0.013)显著相关。SMG受累与总体生存率或无病生存率之间未观察到显著相关性。SMG保存在部分OSCC患者中是可行的。
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引用次数: 0
Long-term clinical outcomes of temporomandibular joint ankylosis treated with buccal fat pad as an interpositional material. 颊脂肪垫作为植入材料治疗颞下颌关节强直的长期临床效果。
IF 2.7 Pub Date : 2025-12-11 DOI: 10.1016/j.ijom.2025.12.001
V Kumar, S S Jolly, V Rattan

The aim of this study was to assess the long-term clinical outcomes of patients with temporomandibular joint (TMJ) ankylosis treated by interpositional arthroplasty using buccal fat pad (BFP). Fifty patients who had undergone the procedure and completed at least 1 year of follow-up were evaluated. no case of reankylosis was noted after a mean follow-up of 51.1 ± 23.7 months. Significant improvements were observed in postoperative mouth opening (35.36 ± 9.25 mm) and lateral excursion movements; ipsilateral excursion increased to 6.56 ± 2.99 mm and contralateral excursion improved to 2.78 ± 2.49 mm (all P < 0.001). Additionally, the study assessed patient quality of life using the Temporomandibular Joint Ankylosis Quality of Life (TMJAQoL) questionnaire, which includes 12 questions in four domains and two global ratings. The patients were divided into two age groups for this analysis: ≥12 years (n = 36) and <12 years (n = 14). Both groups showed significant improvements in the two global ratings and in the total TMJAQoL score. In conclusion, the use of BFP in interpositional arthroplasty for TMJ ankylosis was associated with no recurrence, improved mouth opening and jaw movements, and a significant improvement in patient quality of life.

本研究的目的是评估颞下颌关节(TMJ)强直患者采用颊脂肪垫(BFP)置换术治疗的长期临床结果。对50例接受该手术并完成至少1年随访的患者进行了评估。平均随访51.1±23.7个月,无一例再强直。术后口腔开口(35.36±9.25 mm)和侧移运动明显改善;同侧偏移增加到6.56±2.99 mm,对侧偏移增加到2.78±2.49 mm(均P < 0.001)。此外,该研究使用颞下颌关节强直生活质量问卷(TMJAQoL)评估患者的生活质量,该问卷包括四个领域的12个问题和两个全球评分。在本分析中,患者被分为两个年龄组:≥12岁(n = 36)和
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引用次数: 0
The preoperative condition of the temporomandibular joint and role of disc perforation in postoperative condylar resorption in Class II orthognathic surgery patients. II类正颌手术患者颞下颌关节术前状况及椎间盘穿孔在术后髁突吸收中的作用。
IF 2.7 Pub Date : 2025-12-10 DOI: 10.1016/j.ijom.2025.11.009
K Takahashi, K Kamei, T Eda, Y Suzuki, M Tajima, T Hirano

This study was performed to investigate whether preoperative disc perforation is associated with postoperative condylar resorption (assessed as the 1-year change in mandibular ramus height) in skeletal Class II patients, and to analyse the preoperative temporomandibular joint (TMJ) morphology and synovial biomarkers in Class II and III patients. Orthognathic surgery patients treated between 2020 and 2022, who had undergone preoperative arthroscopy, MRI, CT, and synovial fluid analysis, were included. Three groups of patients were investigated: Class II with disc perforation (Class II/Pf(+); nine patients), Class II without disc perforation (Class II/Pf(-); eight patients), and Class III (seven patients). None of the Class III patients had disc perforation. Anterior disc displacement without reduction was significantly more common in Class II/Pf(+) than in Class II/Pf(-) (P = 0.033) and Class III (P = 0.017), suggesting that progressive disc displacement may lead to disc perforation. Moreover, TMJ osteoarthritis was significantly more frequent in Class II/Pf(+) than in Class II/Pf(-) (P = 0.037) and Class III (P = 0.005). Levels of IL-6 in the synovial fluid were significantly elevated in Class II/Pf(+) compared to Class III (P = 0.011), indicating an association between this inflammatory cytokine and the pathogenesis of TMJ deformities. Postoperative condylar resorption was significantly greater in Class II/Pf(+) (6.5%) than in Class II/Pf(-) (1.7%) (P = 0.019). These findings suggest that disc perforation in preoperative Class II patients is an important factor promoting postoperative condylar resorption. This study highlights the importance of preoperative evaluation of disc perforation in orthognathic surgery planning.

本研究旨在研究II类骨骼患者术前椎间盘穿孔是否与术后髁突吸收(以1年下颌支高度变化来评估)相关,并分析II类和III类患者术前颞下颌关节(TMJ)形态和滑膜生物标志物。纳入了在2020年至2022年期间接受过正颌手术的患者,他们接受了术前关节镜检查、MRI、CT和滑液分析。研究了三组患者:II级椎间盘穿孔(II级/Pf(+);9例),II类无椎间盘穿孔(II类/Pf(-);8例)和III级(7例)。III类患者无椎间盘穿孔。II/Pf(+)型椎间盘前移位无复位明显多于II/Pf(-)型(P = 0.033)和III型(P = 0.017),提示进行性椎间盘移位可能导致椎间盘穿孔。此外,II类/Pf(+)患者的TMJ骨关节炎发生率明显高于II类/Pf(-)患者(P = 0.037)和III类患者(P = 0.005)。与III类患者相比,II类/Pf(+)患者滑液中IL-6水平显著升高(P = 0.011),表明这种炎症细胞因子与TMJ畸形的发病机制之间存在关联。II/Pf(+)组术后髁突吸收显著高于II/Pf(-)组(1.7%)(P = 0.019)。这些发现提示术前II类患者椎间盘穿孔是促进术后髁突吸收的重要因素。本研究强调了椎间盘穿孔术前评估在正颌手术计划中的重要性。
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引用次数: 0
Biometric facial recognition after bimaxillary orthognathic surgery. 双颌正颌手术后的生物特征面部识别。
IF 2.7 Pub Date : 2025-12-09 DOI: 10.1016/j.ijom.2025.11.006
J R Rozatto, V G da Silva, L M Sousa, A E Trivellato, C E Sverzut

Orthognathic surgery is performed to correct dentoskeletal deformities and restore maxillomandibular symmetry. These changes may affect biometric identification and verification. The aim of this study was to assess the facial recognition capability of a commercially available software application in patients who had undergone orthognathic surgery. This retrospective study included 24 patients, of both sexes, who were treated for dentofacial deformities: 12 skeletal Class II and 12 Class III. Images of these patients taken in neutral expression and in smiling expression, acquired preoperatively and at 6 months postoperative, were analysed using the software via a machine-learning tool through two neural network models. The software identified similarities between the preoperative and postoperative images based on Euclidian distances (ED). Regarding recognition in neutral facial expression, there was no significant difference in the mean ED between classes II and III (P = 0.50). However, in smiling facial expression, a significant difference was observed, with a higher mean ED in Class III (P = 0.009). Moreover, a significant difference between neutral and smiling facial expressions was observed for Class III patients (P = 0.023), but not for Class II patients (P = 0.65). Although orthognathic surgery can result in considerable changes to the face, the program under evaluation demonstrated excellent performance in recognizing patient facial similarities.

正颌手术是矫正牙齿骨骼畸形和恢复上颌骨对称。这些变化可能会影响生物识别和验证。本研究的目的是评估商业上可用的软件应用程序在接受正颌手术的患者中的面部识别能力。本回顾性研究包括24例接受牙面畸形治疗的患者,男女均有:12例骨骼II类和12例III类。这些患者在术前和术后6个月获得的中性表情和微笑表情的图像,通过机器学习工具通过两个神经网络模型使用该软件进行分析。该软件基于欧几里得距离(ED)识别术前和术后图像之间的相似性。对于中性面部表情的识别,II类和III类患者的平均ED无显著差异(P = 0.50)。然而,在微笑面部表情方面,观察到显着差异,III类的平均ED更高(P = 0.009)。此外,中性和微笑的面部表情在III类患者中有显著差异(P = 0.023),而在II类患者中无显著差异(P = 0.65)。虽然正颌手术可以导致相当大的面部变化,但评估中的程序在识别患者面部相似性方面表现出色。
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引用次数: 0
Effects of botulinum toxin type A on sleep quality in patients with awake and sleep bruxism: a prospective study. A型肉毒毒素对清醒和睡眠磨牙症患者睡眠质量影响的前瞻性研究
IF 2.7 Pub Date : 2025-12-04 DOI: 10.1016/j.ijom.2025.11.011
E Ergezen, S Öz

The aim was to investigate the effects of botulinum toxin type A (BTX-A) treatment on sleep quality in patients diagnosed with probable sleep bruxism and awake bruxism. A prospective observational study was conducted on 40 female patients. All participants received standardized BTX-A injections (30 units in the masseter muscles, 20 units in the temporalis muscles). Sleep quality was assessed pre- and post-treatment using the Pittsburgh Sleep Quality Index (PSQI). Statistical analyses compared pre- and post-treatment PSQI scores and included subgroup analyses. Significant improvements were observed in subjective sleep quality and in sleep latency, efficiency, duration, and disturbance (all P < 0.05). The proportion of patients with good sleep quality (PSQI ≤5) increased from 17.5% pre-treatment to 60% post-treatment (P < 0.001). Daytime function also improved significantly (P = 0.002). BTX-A treatment was associated with improved sleep quality in patients with probable bruxism, including reductions in sleep latency and disturbances, along with enhanced sleep duration and efficiency. Although the lack of a control group limits causal inference and the placebo effect remains unknown, the study findings suggest BTX-A injections may be an effective therapeutic approach for bruxism-related sleep impairments, highlighting the relationship between awake bruxism and sleep quality.

目的是探讨A型肉毒毒素(BTX-A)治疗对诊断为可能的睡眠磨牙症和清醒磨牙症患者睡眠质量的影响。对40例女性患者进行前瞻性观察研究。所有参与者均接受标准化BTX-A注射(咬肌注射30单位,颞肌注射20单位)。使用匹兹堡睡眠质量指数(PSQI)评估治疗前后的睡眠质量。统计分析比较了治疗前和治疗后的PSQI评分,并包括亚组分析。主观睡眠质量、睡眠潜伏期、睡眠效率、睡眠持续时间和睡眠干扰均有显著改善(P < 0.05)。睡眠质量良好(PSQI≤5)的患者比例由治疗前的17.5%上升至治疗后的60% (P < 0.001)。日间功能亦有显著改善(P = 0.002)。BTX-A治疗可改善磨牙患者的睡眠质量,包括减少睡眠潜伏期和睡眠障碍,以及提高睡眠持续时间和效率。虽然缺乏对照组限制了因果推理,安慰剂效应仍然未知,但研究结果表明BTX-A注射可能是治疗磨牙相关睡眠障碍的有效方法,强调了清醒时磨牙症与睡眠质量之间的关系。
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引用次数: 0
Emergent surgical airway for patients with head and neck conditions: a systematic review and meta-analysis. 头颈部疾病患者的急诊外科气道:系统回顾和荟萃分析。
IF 2.7 Pub Date : 2025-12-02 DOI: 10.1016/j.ijom.2025.11.010
S Wu, K Y Li, Y-X Su, W-F Yang

Acute airway obstruction in patients with head and neck conditions often results in a 'can't intubate, can't oxygenate' (CICO) situation, which requires a different management approach than the airway emergency guidelines in the context of anaesthesiology. This systematic review and meta-analysis synthesized and analysed the patient demographics, causes, presentations, complications, operators, and outcomes of emergent surgical airways performed in patients with head and neck conditions, and proposed a targeted management pathway. A total of 1011 emergent surgical airways reported in 14 studies were identified, including 961 tracheostomies and 50 cricothyrotomies. The analysis of patient demographics showed that 79% of the patients were male (95% confidence interval (CI) 73.3-84.1%), and mean age was 56.0 years (95% CI 51.5-60.5 years). The most common underlying cause was neoplasm (56.0%, 95% CI 37.4-73.7%). The most common preceding symptom was dyspnoea (66.6%, 95% CI 44.3-85.7%). The pooled mean complication rate was 16.8% (95% CI 8.8-26.6%). The airway-related mortality rate was 0.2% (95% CI 0.0-0.8%). The odds of successful decannulation were significantly increased in non-malignant tumour cases compared to malignant cases. The odds of complications were significantly increased for emergent surgical airways performed in locations other than the operating room.

头颈部疾病患者的急性气道阻塞通常导致“不能插管,不能充氧”(CICO)的情况,这需要不同于麻醉背景下气道急救指南的管理方法。本系统综述和meta分析综合分析了头颈部疾病患者急诊气道手术的患者人口统计学、原因、表现、并发症、操作人员和结果,并提出了有针对性的管理途径。14项研究共发现1011例急诊气道,其中气管切开术961例,环甲环切开术50例。患者人口统计学分析显示,79%的患者为男性(95%可信区间(CI) 73.3 ~ 84.1%),平均年龄为56.0岁(95% CI 51.5 ~ 60.5岁)。最常见的潜在原因是肿瘤(56.0%,95% CI 37.4-73.7%)。最常见的前期症状为呼吸困难(66.6%,95% CI 44.3-85.7%)。合并平均并发症发生率为16.8% (95% CI 8.8-26.6%)。气道相关死亡率为0.2%(95%可信区间为0.0-0.8%)。与恶性肿瘤病例相比,非恶性肿瘤病例成功脱管的几率显著增加。在手术室以外的地方进行紧急气道手术,并发症的几率明显增加。
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引用次数: 0
Head orientation method affects symmetry assessment. 头部定向法影响对称性评估。
IF 2.7 Pub Date : 2025-12-01 DOI: 10.1016/j.ijom.2025.11.007
M D Han, S Graca

Head orientation is a key component of orthognathic surgical planning, and sets the reference frame on which clinical assessment and surgical planning are performed. Hard tissue-based (HT) and soft tissue-based (ST) head orientation methods are commonly used, but their impact on symmetry is unclear. The purpose of this study was to analyze the impact of head orientation technique on symmetry assessment. Patients who underwent orthognathic surgery at a single center over 13 months were studied retrospectively. Preoperative computed tomography were oriented using HT and ST methods, and the roll and mediolateral positions of the maxillary dental midline (U1) and pogonion (Pog) were compared. In fifty-seven eligible subjects, the median roll difference was 0.64° (range 0-2.85°; P = 0.003), and the median absolute mediolateral position difference was 0.9 mm at U1 and 1.2 mm at Pog (both P = 0.003). The reliability of the both methods was excellent (intra-class correlation coefficient > 0.974; both P < 0.001). Use of HT and ST head orientation methods resulted in differing symmetry assessments, which could result in clinically significant deviations. Clinicians must balance the advantages and disadvantages of the HT and ST methods to properly apply each to their surgical workup protocols.

头部定位是正颌手术计划的关键组成部分,并为临床评估和手术计划的实施设定了参考框架。基于硬组织(HT)和基于软组织(ST)的头部定位方法是常用的方法,但它们对对称性的影响尚不清楚。本研究的目的是分析头部定向技术对对称性评估的影响。回顾性研究在单一中心接受正颌手术超过13个月的患者。术前采用HT和ST方法进行计算机断层扫描,比较上颌牙中线(U1)和中线(Pog)的滚动位置和中外侧位置。在57名符合条件的受试者中,中位侧倾差为0.64°(范围0-2.85°,P = 0.003),中位绝对内侧位置差在U1和Pog时分别为0.9 mm和1.2 mm(均P = 0.003)。两种方法的信度均较好(类内相关系数> 0.974,P均< 0.001)。使用HT和ST头定位方法导致不同的对称性评估,这可能导致临床显着偏差。临床医生必须平衡HT和ST方法的优点和缺点,以正确地应用于他们的手术检查方案。
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引用次数: 0
An innovative AI-based dual segmentation application for head surgery. 一种创新的基于人工智能的头部手术双重分割应用。
IF 2.7 Pub Date : 2025-11-25 DOI: 10.1016/j.ijom.2025.11.005
M Beyer, A Brasse, S Abazi, M Beyer, S Vinayahalingam, L Seifert, J Wasserthal, M Segeroth, N Sharma, F M Thieringer

Accurate anatomical segmentation in computed tomography (CT) imaging is vital for diagnostics and virtual surgical planning in head and neck surgery, yet manual methods remain time-consuming and inconsistent. This study presents a dual-model artificial intelligence (AI) system that automates the segmentation of key craniofacial structures. A total of 388 clinical CT scans were processed using a two-stage nnU-Net-based approach: a coarse global model (3.0 mm resolution) followed by a fine local model (0.5 mm resolution). Ground truth segmentations of the skull, mandible, teeth, sinuses, and soft tissue were created by a single annotator and compared to the AI-based segmentation results using the Dice similarity coefficient (DSC), mean surface distance (MSD), and Hausdorff distance (HD) . High accuracy was achieved: mean DSC of 0.963 for mandible and skull, and 0.986 for soft tissue. Mean MSD values were lowest for maxillary sinus (0.134 mm) and mandible (0.150 mm). While HD remained low overall, soft tissue showed high variability (mean 25.138 mm). The AI system proved robust across varied imaging protocols, including low-resolution scans. By significantly reducing manual segmentation efforts while ensuring clinical precision, this open-access dual-model framework offers a scalable solution for diagnostic, surgical, and educational applications in craniofacial care.

计算机断层扫描(CT)成像中准确的解剖分割对于头颈部手术的诊断和虚拟手术计划至关重要,但手工方法仍然耗时且不一致。本研究提出了一种双模型人工智能(AI)系统,可以自动分割关键的颅面结构。采用基于nnu - net的两阶段方法处理388例临床CT扫描:粗全局模型(3.0 mm分辨率)和精细局部模型(0.5 mm分辨率)。颅骨、下颌骨、牙齿、鼻窦和软组织的Ground truth分割由单个注释器创建,并使用Dice相似系数(DSC)、平均表面距离(MSD)和Hausdorff距离(HD)与基于ai的分割结果进行比较。准确度高:下颌骨和颅骨的平均DSC为0.963,软组织的平均DSC为0.986。上颌窦(0.134 mm)和下颌骨(0.150 mm)的平均MSD值最低。虽然HD总体上保持在较低水平,但软组织表现出高变异性(平均25.138 mm)。事实证明,该人工智能系统在各种成像协议(包括低分辨率扫描)中都很强大。通过显著减少人工分割工作,同时确保临床精度,这种开放获取的双模型框架为颅面护理的诊断、手术和教育应用提供了可扩展的解决方案。
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引用次数: 0
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International journal of oral and maxillofacial surgery
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