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Enhanced functionality and migration of human gingival fibroblasts on vacuum ultraviolet light-treated titanium: An implication for mitigating cellular stress to improve peri-implant cellular reaction. 人牙龈成纤维细胞在真空紫外线处理过的钛金属上的功能和迁移能力增强:减轻细胞压力以改善种植体周围细胞反应的意义。
IF 3.2 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-08-27 DOI: 10.2186/jpr.JPR_D_24_00071
Takanori Matsuura, Keiji Komatsu, Toshikatsu Suzumura, Stella Stavrou, Mary Lou Juanatas, Wonhee Park, Takahiro Ogawa

Purpose: The maintenance of peri-implant health relies significantly on the integrity of the peri-implant seal, particularly vulnerable at the interface between implant abutment and soft tissue. Early healing stages around implants involve cellular exposure to oxidative stress. This study aimed to investigate whether vacuum ultraviolet (VUV)-treated titanium augments the growth and functionality of human gingival fibroblasts while mitigating cellular stress.

Methods: Machined titanium plates underwent treatment with 172 nm VUV light for one minute, with untreated plates as controls. Human gingival fibroblasts were cultured on treated and untreated plates, and their behavior, growth, and functionality were assessed. Functionally impaired fibroblasts, treated with hydrogen peroxide, were also cultured on these titanium plates, and plate-to-plate transmigration ability was evaluated.

Results: Fibroblasts on VUV-treated titanium exhibited a 50% reduction in intracellular reactive oxygen species production compared to controls. Additionally, glutathione, an antioxidant, remained undepleted in cells on VUV-treated titanium. Furthermore, the expression levels of inflammatory cytokines IL-1β and IL-8 decreased by 40-60% on VUV-treated titanium. Consequently, fibroblast attachment and proliferation doubled on VUV-treated titanium compared to those in the controls, leading to enhanced cell retention. Plate-to-plate transmigration assays demonstrated that fibroblasts migrated twice as far on VUV-treated surfaces compared to those in the controls. In particular, the transmigration ability, impaired in functionally impaired fibroblasts on the controls, was preserved on VUV-treated titanium.

Conclusions: VUV-treated titanium promotes the growth, function, and migration of human gingival fibroblasts by reducing cellular stress and enhancing antioxidative capacity. Notably, the transmigration ability significantly improved on VUV-treated titanium.

目的:种植体周围健康的维护在很大程度上依赖于种植体周围密封的完整性,尤其是种植体基台和软组织之间的界面。种植体周围的早期愈合阶段涉及细胞暴露于氧化应激。本研究旨在探讨真空紫外线(VUV)处理过的钛是否能增强人牙龈成纤维细胞的生长和功能,同时减轻细胞压力:方法:加工好的钛板经过 172 纳米真空紫外线处理一分钟,未经处理的钛板作为对照。在处理过和未处理过的钛板上培养人类牙龈成纤维细胞,并对其行为、生长和功能进行评估。用过氧化氢处理过的功能受损的成纤维细胞也被培养在这些钛板上,并评估了板与板之间的迁移能力:结果:与对照组相比,经过紫外线处理的钛板上的成纤维细胞细胞内活性氧生成减少了 50%。此外,紫外线处理过的钛金属上的细胞中抗氧化剂谷胱甘肽未被耗尽。此外,在经紫外线处理的钛上,炎症细胞因子 IL-1β 和 IL-8 的表达水平降低了 40-60%。因此,与对照组相比,成纤维细胞在经 VUV 处理的钛上的附着和增殖增加了一倍,从而增强了细胞的保留能力。板对板迁移试验表明,成纤维细胞在经 VUV 处理的表面上的迁移距离是对照组的两倍。特别是,功能受损的成纤维细胞在对照组上的迁移能力受损,而在经紫外线处理的钛金属表面上却保持不变:结论:紫外线处理过的钛通过降低细胞压力和增强抗氧化能力,促进了人类牙龈成纤维细胞的生长、功能和迁移。值得注意的是,经紫外线处理的钛金属可显著提高迁移能力。
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引用次数: 0
Morning headache caused by obstructive sleep apnea misdiagnosed as temporomandibular disorders-related headache: A case report. 阻塞性睡眠呼吸暂停引起的晨起头痛被误诊为颞下颌关节紊乱相关性头痛:病例报告。
IF 3.2 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-08-27 DOI: 10.2186/jpr.JPR_D_24_00050
Hiroyuki Ishiyama, Shaoyuan Liu, Akira Nishiyama, Kenji Fueki

Patient: A 67-year-old woman presented to our clinic with chief complaints of headache and mandibular heaviness. Physical examination revealed bilateral tenderness in the temporalis and masseter muscles, corresponding to the patient's chief complaint. Thus, a diagnosis of temporomandibular disorders (TMDs)-related headache was made. However, sleep disorders were identified after further consultation. Hence, sleep apnea-related headache was suspected due to a snoring habit with a Mallampati classification of Class IV. Out-of-center sleep testing (OCST) revealed a respiratory event index (REI) of 10.1/h and a low peripheral oxygen saturation (SpO2) of 76%. Consequently, a diagnosis of obstructive sleep apnea (OSA) was made, and treatment using the mandibular advancement device (MAD) was recommended. Following MAD treatment, the patient's sleep quality improved, and morning headaches ceased. Subsequent OCST performed while wearing the MAD showed a significant reduction in the REI to 1.6/h and an increase in the SpO2 to 86%, indicating the therapeutic efficacy of the MAD in treating OSA.

Discussion: MAD treatment effectively alleviated the patient's morning headaches, suggesting that sleep bruxism should not be considered the only cause of headaches. OSA should also be considered and addressed when investigating the potential causes of morning headaches in patients.

Conclusions: In patients experiencing TMDs symptoms and morning headaches, TMDs should not be presumed as the sole cause. Dentists should discuss the likelihood of sleep disorders during consultations. If sleep disorders are suspected, the possibility of OSA should be considered, and sleep tests should be conducted when necessary.

患者:一名 67 岁的妇女来我院就诊,主诉为头痛和下颌沉重感。体格检查发现双侧颞肌和咀嚼肌有压痛,与患者的主诉相符。因此,诊断结果为颞下颌关节紊乱症(TMDs)相关性头痛。然而,在进一步问诊后发现了睡眠障碍。因此,由于患者有打鼾的习惯,Mallampati 分级为 IV 级,因此怀疑是睡眠呼吸暂停相关性头痛。中心外睡眠测试(OCST)显示呼吸事件指数(REI)为 10.1/h,外周血氧饱和度(SpO2)低至 76%。因此,诊断结果为阻塞性睡眠呼吸暂停(OSA),并建议使用下颌前突矫正器(MAD)进行治疗。下颌前突矫正器治疗后,患者的睡眠质量有所改善,晨起头痛也消失了。佩戴下颌前突矫正器后进行的OCST显示,REI显著下降至1.6/h,SpO2上升至86%,表明下颌前突矫正器对治疗OSA具有疗效:讨论:MAD 治疗有效缓解了患者的晨起头痛,表明睡眠磨牙症不应被视为头痛的唯一原因。在调查患者晨起头痛的潜在原因时,还应考虑并解决 OSA 问题:结论:对于出现 TMDs 症状和晨起头痛的患者,不应将 TMDs 视为唯一原因。牙医应在问诊时讨论睡眠障碍的可能性。如果怀疑有睡眠障碍,应考虑 OSA 的可能性,必要时应进行睡眠测试。
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引用次数: 0
Effect of wall thickness on shape accuracy of hollow zirconia artificial teeth fabricated by a 3D printer. 壁厚对 3D 打印机制造的空心氧化锆人工牙形状精度的影响。
IF 3.2 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-07-19 DOI: 10.2186/jpr.JPR_D_23_00300
Hiro Kobayashi, Franz Sebastian Schwindling, Akinori Tasaka, Peter Rammelsberg, Shuichiro Yamashita, Stefan Rues

Purpose: This study aimed to analyze how the wall thickness of 3D-printed hollow zirconia teeth affects shape accuracy.

Methods: Datasets with measurement points were created for different artificial teeth resembling the mandibular right first molar (Geomagic Design X, 3D Systems). Reference distances were 9.8 mm for mesio-distal direction (M-D), 10.9 mm for bucco-lingual direction (B-L), 7.0 mm for MB-BB and DB-BB, and 4.5 mm for ML-LB and DL-LB. The outer geometry was identical for all artificial teeth with wall thicknesses of 0.30, 0.50, 0.75, and 1.00 mm. Twenty zirconia teeth were fabricated using a 3D printer (CeraFab 7500 Dental, Lithoz) for each group and sintered before support removal. After performing analog distance measurements using a micrometer screw, the digital distance measurements and angular deviations between measurement points on 3D scans were analyzed. Possible effects were investigated using nonparametric ANOVA, followed by Tukey's honest significant difference (HSD) test for multiple comparisons.

Results: The shape accuracy was acceptable for artificial teeth with wall thicknesses of ≥0.5 mm. The largest distance deviation was observed for a wall thickness of 0.3 mm. In particular, DB-BB showed a median deviation of >56.2 µm, which is significantly larger than that for other test groups, ranging from 7.4-9.5 µm (P < 0.05). In most cases, angular deviations were the largest for teeth with 0.3-mm wall thickness (11.6°) and remained below 5.0° for the other test groups.

Conclusions: Acceptable accuracy was obtained for artificial teeth with wall thicknesses of at least 0.5 mm.

目的:本研究旨在分析三维打印空心氧化锆牙齿的壁厚如何影响形状精度:为与下颌右第一臼齿相似的不同人工牙齿创建了带有测量点的数据集(Geomagic Design X,3D Systems)。参考距离分别为:中距方向(M-D)9.8 毫米,颊舌方向(B-L)10.9 毫米,MB-BB 和 DB-BB 7.0 毫米,ML-LB 和 DL-LB 4.5 毫米。所有人工牙齿的外部几何形状相同,壁厚分别为 0.30、0.50、0.75 和 1.00 毫米。每组使用 3D 打印机(CeraFab 7500 Dental,Lithoz)制作 20 颗氧化锆牙,并在去除支撑物前进行烧结。在使用千分尺螺钉进行模拟距离测量后,分析了三维扫描上测量点之间的数字距离测量值和角度偏差。使用非参数方差分析研究了可能的影响,然后使用 Tukey's 诚实显著性差异(HSD)检验进行多重比较:结果:壁厚≥0.5 毫米的人工牙齿的形状精度是可以接受的。壁厚为 0.3 毫米时,距离偏差最大。尤其是 DB-BB 的中位偏差大于 56.2 µm,明显大于其他测试组的中位偏差(7.4-9.5 µm)(P < 0.05)。在大多数情况下,壁厚为 0.3 毫米的牙齿的角度偏差最大(11.6°),而其他测试组的角度偏差保持在 5.0°以下:结论:壁厚至少为 0.5 毫米的人工牙齿可获得可接受的精确度。
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引用次数: 0
Changes in occlusal relationships observed using an intraoral scanner in patients with an acquired open bite: A case report. 使用口内扫描仪观察后天性开放性咬合患者咬合关系的变化:病例报告。
IF 3.2 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-07-08 Epub Date: 2024-01-29 DOI: 10.2186/jpr.JPR_D_23_00146
Ryota Takaoka, Shion Morioka, You Ueda, Yohei Tsunetou, Hirotaka Baba, Shoichi Ishigaki

Patients: This case report describes a procedure for assessing changes in occlusal relationships in patients with acquired open bites due to temporomandibular joint disease using an intraoral scanner (IOS). A digital impression was made using the IOS at the initial visit. Subsequent impressions were made every 6 months using the IOS and magnetic resonance imaging (MRI) or computed tomography (CT). Standard triangulated language (STL) image files of two digital impressions at different points in time were superimposed, including the occlusal relationship with reference to the maxillary dentition. Finally, three-dimensional (3D) changes in the occlusal relationship over time were evaluated.

Discussion: In Case 1, the superimposed STL image indicated almost no evident deviation of the mandible. Therefore, an orthodontic treatment was initiated. In contrast, in cases 2 and 3, where changes in the occlusal relationship continued, secondary treatment was postponed and patients continued to be monitored periodically. In case 3, even though left condyle resorption was progressive, the degree of open bite on the right side improved after 6 months. However, the open bite continued to progress for another 6 months despite the stability of the condyle.

Conclusions: Changes in the condylar shape observed using imaging may not always reflect changes in the occlusal relationship. In addition to changes in the condyles and eminences of the temporomandibular joint (TMJ), changes in the occlusal relationships of patients with acquired open bite should be evaluated using an intraoral scanner.

患者:本病例报告描述了一种使用口内扫描仪(IOS)评估因颞下颌关节疾病导致的后天开放性咬合患者咬合关系变化的程序。初次就诊时使用 IOS 制作数字印模。之后每 6 个月使用 IOS 和磁共振成像(MRI)或计算机断层扫描(CT)制作一次印模。将不同时间点的两个数字印模的标准三角语言(STL)图像文件进行叠加,包括参照上颌牙的咬合关系。最后,对咬合关系随时间的三维变化进行评估:在病例 1 中,叠加的 STL 图像显示下颌骨几乎没有明显的偏差。因此,开始了正畸治疗。相比之下,在病例 2 和 3 中,咬合关系持续发生变化,因此推迟了二次治疗,并继续对患者进行定期监测。在病例 3 中,尽管左侧髁突吸收是进行性的,但 6 个月后右侧的开牙合程度有所改善。然而,尽管髁突稳定了,但开放性咬合仍持续了6个月:结论:通过成像观察到的髁状突形状的变化并不一定能反映咬合关系的变化。除了颞下颌关节(TMJ)髁状突和突起的变化外,后天性开放性咬合患者咬合关系的变化也应使用口内扫描仪进行评估。
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引用次数: 0
Additive manufacturing of dental ceramics in prosthodontics: The status quo and the future. 牙科陶瓷在义齿修复中的增材制造:现状与未来。
IF 3.2 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-07-08 Epub Date: 2024-02-16 DOI: 10.2186/jpr.JPR_D_23_00119
Han Zhu, Jimin Jiang, Yujie Wang, Sijie Wang, Yong He, Fuming He

Purpose: This review aims to summarize the available technologies, material categories, and prosthodontic applications of additive manufacturing (AM) dental ceramics, evaluate the achievable accuracy and mechanical properties in comparison with current mainstream computer-aided design/computer-aided manufacturing (CAD/CAM) subtractive manufacturing (SM) methods, and discuss future prospects and directions.

Study selection: This paper is based on the latest reviews, state-of-the-art research, and existing ISO standards on AM technologies and prosthodontic applications of dental ceramics. PubMed, Web of Science, and ScienceDirect were amongst the sources searched for narrative reviews.

Results: Relatively few AM technologies are available and their applications are limited to crowns and fixed partial dentures. Although the accuracy and strength of AM dental ceramics are comparable to those of SM, they have the limitations of relatively inferior curved surface accuracy and low strength reliability. Furthermore, functionally graded additive manufacturing (FGAM), a potential direction for AM, enables the realization of biomimetic structures, such as natural teeth; however, specific studies are currently lacking.

Conclusions: AM dental ceramics are not sufficiently developed for large-scale clinical applications. However, with additional research, it may be possible for AM to replace SM as the mainstream manufacturing technology for ceramic restorations.

目的:本综述旨在总结增材制造(AM)牙科陶瓷的现有技术、材料类别和修复应用,评估与当前主流计算机辅助设计/计算机辅助制造(CAD/CAM)减材制造(SM)方法相比可达到的精度和机械性能,并讨论未来的前景和方向:本文基于有关牙科陶瓷的 AM 技术和修复应用的最新综述、最新研究成果和现有 ISO 标准。在PubMed、Web of Science和ScienceDirect上搜索了相关综述:结果:现有的 AM 技术相对较少,其应用也仅限于牙冠和固定局部义齿。虽然 AM 牙科陶瓷的精度和强度与 SM 牙科陶瓷相当,但它们存在曲面精度相对较差和强度可靠性较低的局限性。此外,功能分级增材制造(FGAM)是 AM 的一个潜在发展方向,可实现仿生物结构,如天然牙齿;但目前还缺乏具体的研究:AM牙科陶瓷在大规模临床应用方面还不够成熟。然而,随着研究的深入,AM 有可能取代 SM 成为陶瓷修复的主流制造技术。
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引用次数: 0
Exploring the relationship between oral health and multiple health conditions: An outcome-wide approach. 探索口腔健康与多种健康状况之间的关系:结果范围方法。
IF 3.2 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-07-08 Epub Date: 2023-08-11 DOI: 10.2186/jpr.JPR_D_23_00091
Shiho Kino, Yudai Tamada, Kenji Takeuchi, Atsushi Nakagomi, Koichiro Shiba, Taro Kusama, Takafumi Yamamoto, Jun Aida

Purpose: A growing body of evidence suggests that oral health is associated with a wide range of health outcomes; however, opinions tend to vary because of inconsistent findings. This study aimed to simultaneously examine the association between oral health status and multiple health and well-being indicators using outcome-wide epidemiology.

Methods: Data were obtained from the Japan Gerontological Evaluation Study. Oral health status was categorized as: ≥20 teeth, 10-19 teeth with dental prosthesis, 0-9 teeth with prosthesis, 10-19 teeth without prosthesis, and 0-9 teeth without prosthesis. We examined the associations between oral health status in 2013 and 35 health and well-being outcomes in 2019, including physical/cognitive health, psychological distress, subjective health, social well-being, prosocial/altruistic behaviors, and health behaviors, using two databases (n=32,827 and 15,905).

Results: Compared to individuals with ≥20 teeth, those with <20 teeth had a 10-33% higher risk of mortality and a 6-14% higher risk of functional disability six years later. Additionally, individuals with fewer than 20 teeth tended to go out less frequently and eat fewer vegetables and fruits. Furthermore, individuals with 0-9 teeth without a prosthesis were more likely to have severe functional disability (risk ratio (RR):1.17, 95% confidence interval (CI):1.05-1.31), engage in fewer intellectual activities (standardized difference: 0.17, 95% CI: 0.10-0.24), and feel more hopeless (RR: 1.21, 95% CI: 1.04-1.41).

Conclusions: The prevention of tooth loss and prosthodontic treatment may be associated with reduced mortality and functional disability, as well as maintenance of intellectual ability, frequency of going out, and improvements in dietary lifestyle.

目的:越来越多的证据表明,口腔健康与广泛的健康结果相关;然而,由于研究结果不一致,人们的观点往往各不相同。本研究旨在使用全结果流行病学方法,同时研究口腔健康状况与多种健康和幸福指标之间的关联:方法:数据来自日本老年评估研究。口腔健康状况分为:≥20 颗牙齿、10-19 颗牙齿有义齿、0-9 颗牙齿有义齿、10-19 颗牙齿无义齿、0-9 颗牙齿无义齿。我们利用两个数据库(n=32,827 和 15,905)研究了 2013 年口腔健康状况与 2019 年 35 种健康和幸福结果之间的关联,包括身体/认知健康、心理困扰、主观健康、社会幸福感、亲社会/利他行为和健康行为:结果:与拥有≥20颗牙齿的人相比,拥有≥20颗牙齿的人更健康:预防牙齿脱落和修复治疗可能与降低死亡率和功能性残疾有关,也与保持智力、外出频率和改善饮食生活方式有关。
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引用次数: 0
Developing tongue coating status assessment using image recognition with deep learning. 利用图像识别和深度学习开发舌苔状态评估。
IF 3.2 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-07-08 Epub Date: 2023-09-28 DOI: 10.2186/jpr.JPR_D_23_00117
Jumpei Okawa, Kazuhiro Hori, Hiromi Izuno, Masayo Fukuda, Takako Ujihashi, Shohei Kodama, Tasuku Yoshimoto, Rikako Sato, Takahiro Ono

Purpose: To build an image recognition network to evaluate tongue coating status.

Methods: Two image recognition networks were built: one for tongue detection and another for tongue coating classification. Digital tongue photographs were used to develop both networks; images from 251 (178 women, 74.7±6.6 years) and 144 older adults (83 women, 73.8±7.3 years) who volunteered to participate were used for the tongue detection network and coating classification network, respectively. The learning objective of the tongue detection network is to extract a rectangular region that includes the tongue. You-Only-Look-Once (YOLO) v2 was used as the detection network, and transfer learning was performed using ResNet-50. The accuracy was evaluated by calculating the intersection over the union. For tongue coating classification, the rectangular area including the tongue was divided into a grid of 7×7. Five experienced panelists scored the tongue coating in each area using one of five grades, and the tongue coating index (TCI) was calculated. Transfer learning for tongue coating grades was performed using ResNet-18, and the TCI was calculated. Agreement between the panelists and network for the tongue coating grades in each area and TCI was evaluated using the kappa coefficient and intraclass correlation, respectively.

Results: The tongue detection network recognized the tongue with a high intersection over union (0.885±0.081). The tongue coating classification network showed high agreement with tongue coating grades and TCI, with a kappa coefficient of 0.826 and an intraclass correlation coefficient of 0.807, respectively.

Conclusions: Image recognition enables simple and detailed assessment of tongue coating status.

目的:建立一个图像识别网络来评估舌苔状况。方法:建立两个图像识别网络:一个用于舌头检测,另一个用于舌苔分类。这两个网络都使用了数字舌头照片;251名(178名女性,74.7±6.6岁)和144名自愿参与的老年人(83名女性,73.8±7.3岁)的图像分别用于舌头检测网络和涂层分类网络。舌头检测网络的学习目标是提取包括舌头的矩形区域。You Only Look Once(YOLO)v2被用作检测网络,并且使用ResNet-50执行迁移学习。通过计算并集上的交点来评估精度。对于舌苔分类,将包括舌头的矩形区域划分为7×7的网格。五名经验丰富的小组成员使用五个等级中的一个对每个区域的舌苔进行评分,并计算舌苔指数(TCI)。使用ResNet-18进行舌苔等级的迁移学习,并计算TCI。分别使用kappa系数和组内相关性评估了小组成员和网络对每个区域舌苔等级和TCI的一致性。结果:舌苔检测网络识别出具有较高交集的舌(0.885±0.081)。舌苔分类网络与舌苔等级和TCI高度一致,kappa系数分别为0.826和0.807。结论:图像识别能够简单而详细地评估舌苔状况。
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引用次数: 0
Machine learning model to predict the width of maxillary central incisor from anthropological measurements. 通过人类学测量预测上颌中切牙宽度的机器学习模型。
IF 3.2 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-07-08 Epub Date: 2023-10-18 DOI: 10.2186/jpr.JPR_D_23_00114
Remya Ampadi Ramachandran, Merve Koseoglu, Hatice Özdemir, Funda Bayindir, Cortino Sukotjo

Purpose: To improve smile esthetics, clinicians should comprehensively analyze the face and ensure that the sizes selected for the maxillary anterior teeth are compatible with the available anthropological measurements. The inter commissural (ICW), interalar (IAW), intermedial-canthus (MCW), interlateral-canthus (LCW), and interpupillary (IPW) widths are used to determine the width of maxillary central incisors (CW). The aim of this study was to develop an automated approach using machine learning (ML) algorithms to predict central incisor width in a young Turkish population using anthropological measurements. This automation can contribute to digital dentistry and clinical decision-making.

Methods: In the initial phase of this cross-sectional study, several ML regression models-including multiple linear regression (MLR), multi-layer-perceptron (MLP), decision-tree (DT), and random forest (RF) models-were validated to confirm the central width prediction accuracy. Datasets containing only male and female measurements, as well as combined were considered for ML model implementation, and the performance of each model was evaluated for an unbiased population dataset.

Results: Compared with the other algorithms, the RF algorithm showed improved performance for all cases, with an accuracy of 96%, which represents the percentage of correct predictions. The plot reveals the applicability of the RF model in predicting the CW from anthropological measurements irrespective of the candidate's sex.

Conclusions: These results demonstrated the possibility of predicting central incisor widths based on anthropometric measurements using ML models. The accurate central incisor width prediction from these trials also indicates the applicability of the proposed model to be deployed for enhanced clinical decision-making.

目的:为了提高微笑美学,临床医生应该全面分析面部,并确保上颌前牙的尺寸与现有的人类学测量结果相一致。连合间(ICW)、极间(IAW)、中间角(MCW)、外角间(LCW)和瞳孔间(IPW)宽度用于确定上颌中切牙(CW)的宽度。本研究的目的是开发一种使用机器学习(ML)算法的自动化方法,通过人类学测量来预测土耳其年轻人群的中切牙宽度。这种自动化有助于数字牙科和临床决策。方法:在这项横断面研究的初始阶段,验证了几个ML回归模型,包括多元线性回归(MLR)、多层感知器(MLP)、决策树(DT)和随机森林(RF)模型,以确认中心宽度预测的准确性。ML模型的实现考虑了仅包含男性和女性测量以及组合的数据集,并针对无偏的总体数据集评估了每个模型的性能。结果:与其他算法相比,RF算法在所有情况下都表现出了改进的性能,准确率为96%,这代表了正确预测的百分比。该图揭示了RF模型在根据人类学测量预测CW方面的适用性,而不考虑候选人的性别。结论:这些结果证明了基于ML模型的人体测量来预测中切牙宽度的可能性。这些试验中准确的中切牙宽度预测也表明了所提出的模型用于增强临床决策的适用性。
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引用次数: 0
Applications and performance of artificial intelligence models in removable prosthodontics: A literature review. 人工智能模型在可移除口腔修复中的应用和性能:文献综述。
IF 3.2 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-07-08 Epub Date: 2023-10-05 DOI: 10.2186/jpr.JPR_D_23_00073
Islam E Ali, Chihiro Tanikawa, Manabu Chikai, Shuichi Ino, Yuka Sumita, Noriyuki Wakabayashi

Purpose: In this narrative review, we present the current applications and performances of artificial intelligence (AI) models in different phases of the removable prosthodontic workflow and related research topics.

Study selection: A literature search was conducted using PubMed, Scopus, Web of Science, and Google Scholar databases between January 2010 and January 2023. Search terms related to AI were combined with terms related to removable prosthodontics. Articles reporting the structure and performance of the developed AI model were selected for this literature review.

Results: A total of 15 articles were relevant to the application of AI in removable prosthodontics, including maxillofacial prosthetics. These applications included the design of removable partial dentures, classification of partially edentulous arches, functional evaluation and outcome prediction in complete denture treatment, early prosthetic management of patients with cleft lip and palate, coloration of maxillofacial prostheses, and prediction of the material properties of denture teeth. Various AI models with reliable prediction accuracy have been developed using supervised learning.

Conclusions: The current applications of AI in removable prosthodontics exhibit significant potential for improving the prosthodontic workflow, with high accuracy levels reported in most of the reviewed studies. However, the focus has been predominantly on the diagnostic phase, with few studies addressing treatment planning and implementation. Because the number of AI-related studies in removable prosthodontics is limited, more models targeting different prosthodontic disciplines are required.

目的:在这篇叙述性综述中,我们介绍了人工智能(AI)模型在可移除修复工作流程的不同阶段的当前应用和性能以及相关的研究主题。研究选择:在2010年1月至2023年1月期间,使用PubMed、Scopus、Web of Science和Google Scholar数据库进行了文献检索。与人工智能相关的搜索术语与可移除口腔修复相关的术语相结合。本文献综述选择了报告所开发的人工智能模型的结构和性能的文章。结果:共有15篇文章涉及人工智能在可移除口腔修复术中的应用,包括颌面修复术。这些应用包括可摘局部义齿的设计、部分无牙弓的分类、全口义齿治疗中的功能评估和结果预测、唇腭裂患者的早期修复管理、颌面修复体的着色以及假牙材料特性的预测。已经使用监督学习开发了具有可靠预测精度的各种人工智能模型。结论:人工智能目前在可移除口腔修复中的应用显示出改善口腔修复工作流程的巨大潜力,在大多数综述研究中都报道了高精度水平。然而,重点主要放在诊断阶段,很少有研究涉及治疗计划和实施。由于人工智能相关的可移除口腔修复研究数量有限,需要更多针对不同口腔修复学科的模型。
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引用次数: 0
A new proposal for the workflow using CAD/CAM technology for fabrication of resin-based removable partial dentures. 使用CAD/CAM技术制造树脂基可摘局部义齿的工作流程的新建议。
IF 3.2 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-07-08 Epub Date: 2023-10-17 DOI: 10.2186/jpr.JPR_D_23_00153
Akinori Tasaka, Ryota Mori, Takeshi Hirabayashi, Sato Kogawa, Kosei Ito, Juro Wadachi, Shuichiro Yamashita
{"title":"A new proposal for the workflow using CAD/CAM technology for fabrication of resin-based removable partial dentures.","authors":"Akinori Tasaka, Ryota Mori, Takeshi Hirabayashi, Sato Kogawa, Kosei Ito, Juro Wadachi, Shuichiro Yamashita","doi":"10.2186/jpr.JPR_D_23_00153","DOIUrl":"10.2186/jpr.JPR_D_23_00153","url":null,"abstract":"","PeriodicalId":16887,"journal":{"name":"Journal of prosthodontic research","volume":" ","pages":"355-357"},"PeriodicalIF":3.2,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49678750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of prosthodontic research
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