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Automatic point detection on cephalograms using convolutional neural networks: A two-step method. 使用卷积神经网络自动检测头颅图像上的点:两步法
IF 1.9 4区 医学 Q2 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-09-28 Epub Date: 2024-09-04 DOI: 10.4012/dmj.2024-052
Miki Hori, Makoto Jincho, Tadasuke Hori, Hironao Sekine, Akiko Kato, Ken Miyazawa, Tatsushi Kawai

This project aimed to develop an artificial intelligence program tailored for cephalometric images. The program employs a convolutional neural network with 6 convolutional layers and 2 affine layers. It identifies 18 key points on the skull to compute various angles essential for diagnosis. Utilizing a custom-built desktop computer with a moderately priced graphics processing unit, cephalogram images were resized to 800×800 pixels. Training data comprised 833 images, augmented 100 times; an additional 179 images were used for testing. Due to the complexity of training with full-size images, training was divided into two steps. The first step reduced images to 128×128 pixels, recognizing all 18 points. In the second step, 100×100 pixels blocks were extracted from original images for individual point training. The program then measured six angles, achieving an average error of 3.1 pixels for the 18 points, with SNA and SNB angles showing an average difference of less than 1°.

该项目旨在开发一款针对头颅测量图像的人工智能程序。该程序采用了一个具有 6 个卷积层和 2 个仿射层的卷积神经网络。它能识别头骨上的 18 个关键点,计算诊断所需的各种角度。利用一台配备中等价位图形处理单元的定制台式电脑,头颅影像被调整为 800×800 像素。训练数据由 833 张图像组成,增强了 100 倍;另外 179 张图像用于测试。由于使用全尺寸图像进行训练的复杂性,训练分为两个步骤。第一步将图像缩小到 128×128 像素,识别所有 18 个点。第二步,从原始图像中提取 100×100 像素的图块进行单点训练。然后,程序测量了六个角度,18 个点的平均误差为 3.1 像素,SNA 和 SNB 角度的平均差异小于 1°。
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引用次数: 0
Dimensional reliability in CAD/CAM production of complete denture bases: A comparative study of milling and various 3D printing technologies. 全口义齿基托 CAD/CAM 生产中的尺寸可靠性:铣削和各种三维打印技术的比较研究。
IF 1.9 4区 医学 Q2 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-09-28 Epub Date: 2024-08-10 DOI: 10.4012/dmj.2023-215
Tobias Graf, Josef Schweiger, Janosch Goob, Michael Stimmelmayr, Isabel Lente, Oliver Schubert

This study aims to assess the dimensional accuracy of complete denture bases fabricated from different CAD/CAM technologies and a conventional method, including milling (CNC), PolyJet (PJ), laser sintering (SLS), digital light processing (DLP), and injection molding (IM). It also examines the influence of the removal of technology-specific connectors or support structures when present. Denture base surfaces were digitized using a laboratory scanner, and virtual measurement points were calculated with tetrahedral reference geometries. Defined distances were measured in all spatial directions and compared to design data (p<0.05), revealing significant differences in sagittal (p=0.004), transversal (p<0.001), and vertical (p<0.001) dimensions. Connector removal had no significant impact for CNC but significantly affected DLP. All technologies yielded clinically acceptable results, with CNC milling demonstrating the best overall outcome.

本研究旨在评估采用不同的 CAD/CAM 技术和传统方法(包括铣削(CNC)、PolyJet(PJ)、激光烧结(SLS)、数字光处理(DLP)和注射成型(IM))制作的全口义齿基托的尺寸精度。本研究还探讨了去除特定技术的连接件或支撑结构的影响。义齿基托表面使用实验室扫描仪进行数字化,并使用四面体参考几何图形计算虚拟测量点。在所有空间方向上测量定义的距离,并与设计数据进行比较(p
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引用次数: 0
Biocompatibility and pro-mineralization effects of premixed calcium silicate-based materials on human dental pulp stem cells: An in vitro and in vivo study. 预混合硅酸钙基材料对人牙髓干细胞的生物相容性和促矿化效应:体外和体内研究。
IF 1.9 4区 医学 Q2 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-09-28 Epub Date: 2024-09-03 DOI: 10.4012/dmj.2024-121
Nyein Chan Ko, Sonoko Noda, Yamato Okada, Kento Tazawa, Nobuyuki Kawashima, Takashi Okiji

Premixed calcium silicate-based materials have recently been developed and are recommended for a wide range of endodontic procedures, including vital pulp therapy. This study investigated the in vitro biocompatibility and pro-mineralization effect and in vivo reparative dentin formation of EndoSequence Root Repair Material, EndoSequence BCRRM, Bio-C Repair, and Well-pulp PT. Both fresh and set extracts had no detrimental effect on the growth of human dental pulp stem cells. The fresh extracts had a higher calcium concentration than the set extracts and induced considerably greater mineralized nodule formation. EndoSequence Root Repair Material had the longest setting time, whereas Bio-C Repair had the shortest. When these materials were applied to exposed rat molar pulps, mineralized tissue deposition was found at the exposure sites after 2 weeks. These results indicate that the premixed calcium silicate-based materials tested could have positive benefits for direct pulp capping procedures.

最近开发出了预混合硅酸钙基材料,并被推荐用于包括牙髓治疗在内的多种牙髓治疗过程。本研究调查了 EndoSequence 根修复材料、EndoSequence BCRRM、Bio-C Repair 和 Well-pulp PT 的体外生物相容性、促矿化效果和体内修复性牙本质形成。新鲜提取物和沉淀提取物对人牙髓干细胞的生长没有不利影响。新鲜萃取物的钙浓度高于固相萃取物,诱导形成的矿化结核也更多。EndoSequence牙根修复材料的固化时间最长,而Bio-C修复材料的固化时间最短。将这些材料用于暴露的大鼠臼齿牙髓,2 周后在暴露部位发现矿化组织沉积。这些结果表明,所测试的预混合硅酸钙基材料对直接覆盖牙髓有积极的作用。
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引用次数: 0
Five-year clinical follow-up of bulk-fill restorative materials in class II restorations. 第二类修复体中膨体填充修复材料的五年临床随访。
IF 1.9 4区 医学 Q2 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-09-28 Epub Date: 2024-09-10 DOI: 10.4012/dmj.2024-132
Merve Gürses, Bahar Inan, Nevin Cobanoglu, Atiye Tugba Kuzgun Türkmen

This study evaluates the 5-year clinical performance of Class II restorations performed with different bulk-fill restorative materials. In the study, Class II restorations performed with Tetric Bulk-Fill (TBF), Filtek Bulk-Fill (FBF), and Equia Forte Fil (EF) were evaluated. One hundred-nineteen restorations were included in the study. Restorations were assessed during the 6th month, 1st, 2nd, and 5th year. Cochran Q, Pearson chi-square, and Fisher-Freeman-Halton tests were used for statistical analysis. In the 5th year, significant differences were observed in terms of retention, color match, marginal adaptation, marginal discoloration, surface texture, and anatomical form in all materials. There was a significant difference between EF and bulk-fill composites only in terms of retention and anatomical form. EF was significantly less successful than bulk-fill composites with regard to retention and anatomical form, but bulk-fill composites have shown similar clinical performance. EF cannot be an alternative to bulk-fill composites for Class II restorations.

本研究评估了使用不同的充填修复材料进行 II 类修复的 5 年临床表现。研究评估了使用 Tetric Bulk-Fill (TBF)、Filtek Bulk-Fill (FBF) 和 Equia Forte Fil (EF) 进行的 II 类修复。共有 119 个修复体被纳入研究。修复体在第 6 个月、第 1 年、第 2 年和第 5 年接受评估。统计分析采用了 Cochran Q、Pearson chi-square 和 Fisher-Freeman-Halton 检验。在第 5 年,所有材料在固位、颜色匹配、边缘适应、边缘变色、表面质地和解剖形态方面都有显著差异。EF 和膨体填充复合材料仅在保持力和解剖形态方面存在明显差异。在固位和解剖形态方面,EF 的成功率明显低于膨体填充复合材料,但膨体填充复合材料的临床表现类似。在二类修复中,EF 不能替代体填复合材料。
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引用次数: 0
Effect of placement strategies and connector designs in CAD/CAM technology on fracture resistance of multilayered monolithic zirconia fixed dental prostheses: An in vitro study. CAD/CAM技术中的植入策略和连接器设计对多层整体氧化锆固定义齿抗断裂性的影响:体外研究。
IF 1.9 4区 医学 Q2 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-09-28 Epub Date: 2024-07-31 DOI: 10.4012/dmj.2024-018
Fahad Bakitian

This study evaluated fracture resistance of monolithic fixed dental prostheses (FDPs) fabricated using different placement strategies of various connector designs in multilayered zirconia disc. Monolithic FDPs were placed in translucent and dentin layers of multilayered zirconia disc and fabricated with V-shaped and U-shaped connector designs gained by sharp and blunt millings. The FDPs were cemented on abutment models made of polymer material, underwent thermal cycles, and loaded to fracture using the universal testing machine. Fracture loads and modes were analyzed using two-way ANOVA, Tukey's post hoc test, and Fisher exact test (p≤0.05). The chosen placement strategy and connector designs gained by different milling procedures in computer-aided design/computer-aided manufacturing technology affect fracture resistance of monolithic FDPs made of multilayered zirconia materials. Placing the connector in translucent layer rather than dentin layer of multilayered zirconia disc and using sharp milling significantly reduces fracture resistance of monolithic multilayered zirconia FDPs.

本研究评估了在多层氧化锆牙盘中使用不同连接体设计的不同放置策略制作的整体固定义齿(FDP)的抗断裂性。在多层氧化锆盘的半透明层和牙本质层中放置了单体固定义齿,并使用尖磨和钝磨获得的 V 形和 U 形连接体设计制作了单体固定义齿。将 FDP 粘接在聚合物材料制成的基台模型上,进行热循环,并使用万能试验机加载至断裂。采用双向方差分析、Tukey 后检验和费雪精确检验(P≤0.05)对断裂载荷和断裂模式进行分析。通过计算机辅助设计/计算机辅助制造技术的不同铣削程序获得的所选植入策略和连接体设计会影响多层氧化锆材料制成的单片 FDP 的抗断裂性。在多层氧化锆牙盘的半透明层而不是牙本质层放置连接体,并使用锐铣,可显著降低整体多层氧化锆 FDP 的抗断裂性。
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引用次数: 0
Biomimetic concentric microgrooved titanium surfaces influence bone marrow-derived mesenchymal stem cell osteogenic differentiation via H3K4 trimethylation epigenetic regulation. 仿生同心微槽钛表面通过 H3K4 三甲基化表观遗传调控影响骨髓间充质干细胞成骨分化。
IF 1.9 4区 医学 Q2 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-09-28 Epub Date: 2024-08-10 DOI: 10.4012/dmj.2023-327
Hong Wang, Xinze Weng, Yan Chen, Shunjie Mao, Yuerong Gao, Qinglin Wu, Yanling Huang, Xin Guan, Zhiqiang Xu, Yingzhen Lai

Material surface micromorphology can modulate cellular behavior and promote osteogenic differentiation through cytoskeletal rearrangement. Bone reconstruction requires precise regulation of gene expression in cells, a process governed by epigenetic mechanisms such as histone modifications, DNA methylation, and chromatin remodeling. We constructed osteon-mimetic concentric microgrooved titanium surfaces with different groove sizes and cultured bone marrow-derived mesenchymal stem cells (BMSCs) on the material surfaces to study how they regulate cell biological behavior and osteogenic differentiation through epigenetics. We found that the cells arranged in concentric circles along the concentric structure in the experimental group, and the concentric microgrooved surface did not inhibit cell proliferation. The results of a series of osteogenic differentiation experiments showed that the concentric microgrooves facilitated calcium deposition and promoted osteogenic differentiation of the BMSCs. Concentric microgrooved titanium surfaces that were 30 μm wide and 10 μm deep promoted osteogenic differentiation of BMSC by increasing WDR5 expression via H3K4 trimethylation upregulation.

材料表面微观形态可调节细胞行为,并通过细胞骨架重排促进成骨分化。骨骼重建需要精确调控细胞中的基因表达,这一过程受组蛋白修饰、DNA 甲基化和染色质重塑等表观遗传机制的控制。我们构建了具有不同凹槽尺寸的仿骨同心微槽钛合金表面,并在材料表面培养骨髓间充质干细胞(BMSCs),研究它们如何通过表观遗传学调控细胞生物学行为和成骨分化。我们发现,实验组细胞沿同心圆结构排列,同心微凹槽表面并不抑制细胞增殖。一系列成骨分化实验结果表明,同心微槽有利于钙沉积,促进了 BMSCs 的成骨分化。宽 30 微米、深 10 微米的同心微槽钛表面通过 H3K4 三甲基化上调增加了 WDR5 的表达,从而促进了 BMSC 的成骨分化。
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引用次数: 0
Surface roughness associated with bacterial adhesion on dental resin-based materials. 牙科树脂基材料表面粗糙度与细菌粘附的关系
IF 1.9 4区 医学 Q2 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-09-28 Epub Date: 2024-08-30 DOI: 10.4012/dmj.2023-234
Oskar Bunz, Max Diekamp, Mozhgan Bizhang, Holger Testrich, Andree Piwowarczyk

This study investigates the surface quality and bacterial adhesion properties of various dental materials, including indirect composites, veneering composites, direct composites, polyether ether ketone (PEEK), and two millable polymethyl methacrylate (PMMA). Material specimens were processed following manufacturer instructions, initially evaluated for surface roughness and Streptococcus sanguinis (S. sanguinis) adhesion. Subsequently, toothbrushing simulation was employed to simulate aging, and changes in material surfaces were assessed via roughness measurements and bacterial adhesion testing. Prior to simulated aging, direct and indirect composites exhibited the lowest roughness values. However, after the simulated toothbrushing, veneering composites displayed the highest roughness levels. Both PMMA materials demonstrated the highest S. sanguinis adhesion levels, both before and after artificial aging. Interestingly, the indirect composite material showed a reduction in bacterial adhesion following toothbrushing simulation. Surprisingly, this study did not reveal a clear correlation between roughness and bacterial adhesion.

本研究调查了各种牙科材料的表面质量和细菌粘附特性,包括间接复合材料、贴面复合材料、直接复合材料、聚醚醚酮 (PEEK) 和两种可磨聚甲基丙烯酸甲酯 (PMMA)。材料试样按照制造商的说明进行加工,首先评估表面粗糙度和血清链球菌(S. sanguinis)粘附性。随后,采用模拟刷牙的方法来模拟老化,并通过粗糙度测量和细菌粘附测试来评估材料表面的变化。在模拟老化之前,直接和间接复合材料的粗糙度值最低。然而,在模拟刷牙后,贴面复合材料显示出最高的粗糙度水平。无论是在人工老化之前还是之后,两种 PMMA 材料都显示出最高的 S. sanguinis 粘附水平。有趣的是,在模拟刷牙后,间接复合材料的细菌附着力有所下降。令人惊讶的是,这项研究并未发现粗糙度与细菌附着力之间存在明显的相关性。
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引用次数: 0
Finite element analysis of fatigue life of commercially pure titanium clasps additively manufactured with different building orientations. 对采用不同建筑方向快速制造的商用纯钛扣疲劳寿命进行有限元分析。
IF 1.9 4区 医学 Q2 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-09-28 Epub Date: 2024-08-09 DOI: 10.4012/dmj.2024-023
Kento Odaka, Mikiya Sugano, Taichi Kawamoto, Naoki Takano, Satoru Matsunaga

The geometrical accuracy of additively manufactured pure titanium clasps depends on the building orientation. The aim of this study is to compare the geometrical accuracy and the fatigue lives predicted by finite element analysis (FEA) among three clasps manufactured with different building orientations. Besides, this paper proposed a calculation method of the moment of inertia of area and cross-sectional area along with the arm as the geometrical parameters. One of the clasps manufactured with a cylindrical chucking part for the fatigue test had almost the same geometrical parameters with the CAD design. Also, the authors' fatigue life prediction method using the CAD based FEA was verified through comparison with micro-CT image-based FEA. The other two clasps had larger geometrical parameters than the CAD design, resulting in longer fatigue lives. The results implied the importance of calculating the moment of inertia of the area in the design of the clasp arm.

快速成型纯钛扣的几何精度取决于构建方向。本研究的目的是通过有限元分析(FEA)比较三种不同建筑方向制造的扣件的几何精度和疲劳寿命。此外,本文还提出了以面积惯性矩和横截面积以及臂作为几何参数的计算方法。其中一个在疲劳测试中使用圆柱形卡盘部件制造的卡扣,其几何参数与 CAD 设计几乎相同。此外,作者使用基于 CAD 的有限元分析预测疲劳寿命的方法通过与基于显微 CT 图像的有限元分析进行比较得到了验证。另外两个夹具的几何参数大于 CAD 设计,因此疲劳寿命更长。结果表明,在设计扣臂时计算该区域的惯性矩非常重要。
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引用次数: 0
Impact of restorative material on fracture behaviors of class II restoration in endodontically treated deciduous molars. 修复材料对经牙髓治疗的脱落磨牙 II 类修复体断裂行为的影响。
IF 1.9 4区 医学 Q2 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-09-28 Epub Date: 2024-08-28 DOI: 10.4012/dmj.2024-067
Kanae Wada, Junichiro Wada, Mine Betul Uctasli, Sadullah Uctasli, Yasemin Yavuz, Tsutomu Iwamoto, Pekka K Vallittu, Sufyan Garoushi, Lippo Lassila

The purpose of this study was to investigate the fracture behavior of endodontically treated (ET) deciduous molar when directly restored with different restorative materials in Class II (MO) cavities in comparison with permanent teeth. MO cavities were prepared with 2.4-2.5 mm and 1.9-2.0 mm in buccolingual width, and mesiodistal width of each cavity walls, respectively, followed by direct restoration with different materials: resin-modified glass ionomer cement (RMGIC), composite resin (CR), and composite resin containing 25% short glass-fiber (SFRC). All specimens were subjected to mechanical loading tests at a speed of 1 mm/min and evaluated fracture resistance and fracture modes. A one-way ANOVA followed by a Tukey multiple comparisons analysis was used. Deciduous-SFRC (3,310.5±396.2 N) were significantly higher fracture resistance than permanent-RMGIC (1,633.8±346.8 N) (p<0.001), and permanent-CR (1,400.0±381.3 N) (p<0.001). For the direct restoration of MO cavity after endodontic treatment, SFRC demonstrated its promising performance in load-bearing capacity and failure mode, especially in ET deciduous molars.

本研究的目的是调查经根管治疗(ET)的乳磨牙在二类(MO)龋洞中使用不同修复材料直接修复时与恒牙相比的折断行为。MO龋洞的颊舌侧宽度和牙周侧宽度分别为2.4-2.5毫米和1.9-2.0毫米,然后用不同的材料直接修复:树脂改性玻璃离子水泥(RMGIC)、复合树脂(CR)和含25%短玻璃纤维的复合树脂(SFRC)。所有试样都以 1 毫米/分钟的速度进行了机械加载试验,并评估了抗断裂性和断裂模式。采用单因素方差分析和 Tukey 多重比较分析。落叶-SFRC(3,310.5±396.2 N)的抗断裂强度明显高于永久-RMGIC(1,633.8±346.8 N)(p
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引用次数: 0
Changes in the surface texture of pre-polymerized acrylic resin pediatric crowns following acidulated phosphate fluoride application. 预聚合丙烯酸树脂儿科牙冠在使用酸性磷酸盐氟化物后表面纹理的变化。
IF 1.9 4区 医学 Q2 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2024-09-28 Epub Date: 2024-08-30 DOI: 10.4012/dmj.2024-083
Keiya Nanri, Hiroyasu Koizumi, Haruto Hiraba, Takashi Kikuiri, Takayuki Yoneyama

This study aimed to investigate the effect of acidulated phosphate fluoride (APF) application on filler-free polymethyl methacrylate (PMMA)-based resin blocks for computer-aided design/computer-aided manufacturing (CAD-CAM), focusing on their use in pediatric crowns. Three types of PMMA-based blocks for CAD-CAM were evaluated, and a composite resin block for CAD-CAM was used as a control. Statistical analysis (p<0.05) of the data revealed that all PMMA-based blocks showed significantly higher gloss levels than the composite resin blocks. Two PMMA-based blocks also demonstrated significantly lower Ra and Sa values. SEM images showed no irregular changes in the surface properties of the PMMA-based blocks compared to those of the composite resin block. These results are significant in meeting the increasing demand for esthetic restorative treatments in pediatrics, where APF is commonly used for caries prevention. PMMA-based resin blocks for CAD-CAM are an effective alternative to prevent esthetic degradation from gloss reduction and plaque accumulation.

本研究旨在探讨酸化磷酸盐氟化物(APF)应用对计算机辅助设计/计算机辅助制造(CAD-CAM)用无填料聚甲基丙烯酸甲酯(PMMA)树脂块的影响,重点是其在儿科牙冠中的应用。对三种用于 CAD-CAM 的甲基丙烯酸甲酯(PMMA)树脂块进行了评估,并使用一种用于 CAD-CAM 的复合树脂块作为对照。统计分析(P
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引用次数: 0
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Dental materials journal
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