Pub Date : 2025-09-08DOI: 10.1038/s41432-025-01184-x
Celine Raseekaanthan, Pirashani Umassudan
Mohamed M H, Abouauf E A, Mosallam R S. Clinical performance of class II MOD fiber reinforced resin composite restorations: an 18-month randomized controlled clinical trial. BMC Oral Health 2025;25: 159. https://doi.org/10.1186/s12903-025-05521-5 . A double blinded 18-month randomised controlled trial was carried out to compare the clinical performance of fibre reinforced resin composites compared to conventional nanohybrid resin composites in restoring Class II MOD cavities. Participants were allocated to one of three groups: Group 1 with short glass fibre reinforced resin composite, Group 2 with polyethylene fibre reinforced resin composite and Group 3 with conventional nanohybrid resin composite. A principal investigator carried out the restorative procedures for all participants. Participants in the study were enrolled from the educational clinic in Cairo University, Egypt. A total of 45 participants with a mean age of 32.3 ± 7.3 years were included. All participants had class II MOD carious lesions in vital posterior teeth with ICDAS scores of 3,4 or 5. Additionally only those with good oral hygiene, a healthy periodontal status and normal occlusion were included. The study excluded pregnant patients, as well as those with systemic disease or evidence of parafunctional habits. Patients with hypersensitivity, allergy to materials used, secondary caries or delayed response to sensibility testing were also excluded. Outcomes were assessed by two examiners at the baseline and at the following time intervals: 3, 6, 12, 18 months using Modified USPHS criteria. The primary outcome assessed was marginal adaptation, followed by gross fracture, marginal discolouration, colour match and recurrent caries. The clinical significance was determined based on relative risk. The chi-Square test compared between groups with significance set at P ≤ 0.016, and Cochran’s Q test compared within groups with significance at P ≤ 0.005, both adjusted using Bonferroni correction. The study was conducted with a 95% confidence level and an 80% statistical power. The study had a 97.7% retention rate with all but one patient successfully completing the 18 month follow up period. Colour match was the only outcome that showed a statistically significant difference between the groups, with short glass fibre reinforced restorations displaying some colour discrepancies. Other outcomes such as marginal adaptation, marginal discoloration, recurrent caries and gross fracture showed no significant differences between groups. Age, gender and tooth distribution also showed no significant statistical differences. The clinical performance of fibre-reinforced resin composite restorations are similar and comparable to nanohybrid composite restorations over an 18-month duration. Short glass fibre-reinforced restorations displayed variations in colour match, indicating that aesthetic outcomes should be carefully considered.
Mohamed M H, Abouauf E A, Mosallam R s。ⅱ类MOD纤维增强树脂复合材料修复体的临床性能:18个月随机对照临床试验。BMC口腔健康2025;25: 159。https://doi.org/10.1186/s12903 - 025 - 05521 - 5。设计:进行了一项为期18个月的双盲随机对照试验,比较纤维增强树脂复合材料与传统纳米混合树脂复合材料在修复II类MOD腔中的临床性能。参与者被分配到三组中的一组:第一组使用短玻璃纤维增强树脂复合材料,第二组使用聚乙烯纤维增强树脂复合材料,第三组使用常规纳米混合树脂复合材料。一名首席研究员对所有参与者进行了修复程序。病例选择:研究的参与者来自埃及开罗大学的教育诊所。共纳入45名参与者,平均年龄为32.3±7.3岁。所有参与者都有II级MOD龋齿病变,ICDAS评分为3,4或5。此外,仅包括口腔卫生良好、牙周健康、咬合正常的患者。该研究排除了怀孕患者,以及那些有全身性疾病或有不良习惯的患者。对所用材料过敏、继发性龋齿或敏感性测试反应延迟的患者也被排除在外。数据分析:结果由两名审查员在基线和以下时间间隔进行评估:3、6、12、18个月,使用修改的USPHS标准。评估的主要结果是边缘适应,其次是大体骨折、边缘变色、颜色匹配和复发性龋齿。临床意义是根据相对风险来确定的。卡方检验组间比较P≤0.016,科克伦Q检验组内比较P≤0.005,均采用Bonferroni校正。该研究的置信度为95%,统计效力为80%。结果:该研究的保留率为97.7%,除1例患者外,其余患者均成功完成18个月的随访期。颜色匹配是两组之间唯一有统计学差异的结果,短玻璃纤维增强修复体显示出一些颜色差异。其他结果如边缘适应、边缘变色、复发性龋齿和大体骨折在两组间无显著差异。年龄、性别、牙齿分布差异无统计学意义。结论:在18个月的时间内,纤维增强树脂复合材料修复体的临床性能与纳米复合材料修复体相似且相当。短玻璃纤维增强修复体在颜色匹配上表现出变化,表明应该仔细考虑美学结果。
{"title":"Fibre or facade? Do fibre reinforced composites really hold up in Class II restorations?","authors":"Celine Raseekaanthan, Pirashani Umassudan","doi":"10.1038/s41432-025-01184-x","DOIUrl":"10.1038/s41432-025-01184-x","url":null,"abstract":"Mohamed M H, Abouauf E A, Mosallam R S. Clinical performance of class II MOD fiber reinforced resin composite restorations: an 18-month randomized controlled clinical trial. BMC Oral Health 2025;25: 159. https://doi.org/10.1186/s12903-025-05521-5 . A double blinded 18-month randomised controlled trial was carried out to compare the clinical performance of fibre reinforced resin composites compared to conventional nanohybrid resin composites in restoring Class II MOD cavities. Participants were allocated to one of three groups: Group 1 with short glass fibre reinforced resin composite, Group 2 with polyethylene fibre reinforced resin composite and Group 3 with conventional nanohybrid resin composite. A principal investigator carried out the restorative procedures for all participants. Participants in the study were enrolled from the educational clinic in Cairo University, Egypt. A total of 45 participants with a mean age of 32.3 ± 7.3 years were included. All participants had class II MOD carious lesions in vital posterior teeth with ICDAS scores of 3,4 or 5. Additionally only those with good oral hygiene, a healthy periodontal status and normal occlusion were included. The study excluded pregnant patients, as well as those with systemic disease or evidence of parafunctional habits. Patients with hypersensitivity, allergy to materials used, secondary caries or delayed response to sensibility testing were also excluded. Outcomes were assessed by two examiners at the baseline and at the following time intervals: 3, 6, 12, 18 months using Modified USPHS criteria. The primary outcome assessed was marginal adaptation, followed by gross fracture, marginal discolouration, colour match and recurrent caries. The clinical significance was determined based on relative risk. The chi-Square test compared between groups with significance set at P ≤ 0.016, and Cochran’s Q test compared within groups with significance at P ≤ 0.005, both adjusted using Bonferroni correction. The study was conducted with a 95% confidence level and an 80% statistical power. The study had a 97.7% retention rate with all but one patient successfully completing the 18 month follow up period. Colour match was the only outcome that showed a statistically significant difference between the groups, with short glass fibre reinforced restorations displaying some colour discrepancies. Other outcomes such as marginal adaptation, marginal discoloration, recurrent caries and gross fracture showed no significant differences between groups. Age, gender and tooth distribution also showed no significant statistical differences. The clinical performance of fibre-reinforced resin composite restorations are similar and comparable to nanohybrid composite restorations over an 18-month duration. Short glass fibre-reinforced restorations displayed variations in colour match, indicating that aesthetic outcomes should be carefully considered.","PeriodicalId":12234,"journal":{"name":"Evidence-based dentistry","volume":"26 3","pages":"144-145"},"PeriodicalIF":2.3,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145023149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-05DOI: 10.1038/s41432-025-01183-y
Mona Nasser
{"title":"We still need to bridge the gap","authors":"Mona Nasser","doi":"10.1038/s41432-025-01183-y","DOIUrl":"10.1038/s41432-025-01183-y","url":null,"abstract":"","PeriodicalId":12234,"journal":{"name":"Evidence-based dentistry","volume":"26 3","pages":"121-122"},"PeriodicalIF":2.3,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.comhttps://www.nature.com/articles/s41432-025-01183-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145006026","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-28DOI: 10.1038/s41432-025-01185-w
Rosie Fletcher, Adam Jones
Sperotto F, France K, Gobbo M et al. Antibiotic prophylaxis and infective endocarditis incidence following invasive dental procedures: a systematic review and meta-analysis. JAMA Cardiol 2024; 9:599. https://doi.org/10.1001/jamacardio.2024.0873 . This systematic review evaluates the association between antibiotic prophylaxis (AP) and the incidence of infective endocarditis (IE) following invasive dental procedures (IDPs). A systematic search was conducted across PubMed, Cochrane-CENTRAL, Scopus, Web of Science, Proquest, and Embase, from inception to May 2023. Observational studies, including case-control, case-crossover, cohort, self-controlled case-series, and time-trend studies were included. Data were extracted independently, and structured tools were used to evaluate study quality. A random-effects meta-analysis estimated the pooled-relative risk (RR) of developing IE in high-risk subjects who received AP compared to those who did not. Of 11,217 identified records, 30 studies met inclusion criteria, comprising 1,152,345 IE cases. Among 12 relevant studies, five found a significant protective effect of AP in high-risk subjects. Four studies were combined in meta-analysis and showed AP was associated with a significantly lower IE risk in high-risk individuals (pooled-RR = 0.41, 95% CI: 0.29–0.57). No significant association was found for moderate- or low/unknown-risk subjects. Time-trend studies showed mixed results: some indicated increased IE incidence after AP guideline changes, while others found no change or a decrease. Despite limitations, this review provides an important update on AP use in preventing IE after IDPs. Evidence supports AP use for high-risk individuals, while data remain inconclusive for moderate-risk populations, highlighting the need for further research.
注:Sperotto F, France K, Gobbo M等。侵入性牙科手术后抗生素预防和感染性心内膜炎的发生率:一项系统回顾和荟萃分析。JAMA Cardiol 2024;9:599。https://doi.org/10.1001/jamacardio.2024.0873。目的:本系统综述评估了侵入性牙科手术(IDPs)后抗生素预防(AP)与感染性心内膜炎(IE)发生率之间的关系。材料和方法:系统检索PubMed、Cochrane-CENTRAL、Scopus、Web of Science、Proquest和Embase,检索时间从成立到2023年5月。观察性研究包括病例对照、病例交叉、队列、自控病例系列和时间趋势研究。数据独立提取,并使用结构化工具评估研究质量。一项随机效应荟萃分析估计了接受AP治疗的高危受试者与未接受AP治疗的受试者发生IE的综合相对风险(RR)。结果:在11,217份确定的记录中,30项研究符合纳入标准,包括1,152,345例IE病例。在12项相关研究中,有5项研究发现AP对高危人群有显著的保护作用。在荟萃分析中合并了四项研究,结果显示AP与高危人群显著降低IE风险相关(合并rr = 0.41, 95% CI: 0.29-0.57)。在中度或低风险/未知风险受试者中未发现显著相关性。时间趋势研究显示了不同的结果:一些研究表明在AP指南改变后IE发病率增加,而另一些研究发现没有变化或减少。结论:尽管存在局限性,但本综述为应用AP预防IDPs后IE提供了重要的更新。证据支持高危人群使用AP,而中等风险人群的数据仍不确定,这突出了进一步研究的必要性。
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Pub Date : 2025-08-08DOI: 10.1038/s41432-025-01182-z
Sviatlana Anishchuk, Aidan Seery
Empathy has an important role in the patient-clinician relationship. However, there is a risk of an emotional overabundance, which can lead to a burnout and exhaustion. The nature of its relationship is yet not clear. This study aims to investigate the relationship between empathy and burnout in dental undergraduate students. A systematic review was carried out in accordance with Preferred Reporting Items for Systemic Reviews and Meta-Analyses (PRISMA) using electronic searches on electronic databases: PubMed (PMC), Taylor and Francis, Google Scholar and EBSCO. The databases were examined for studies that were published in English language from 2012 to 2022. There were 2375 articles in total. The studies that only assessed empathy or burnout and targeted other than dental cohorts were excluded from the list. Any studies that were not in English language and had been published before 2012 were also excluded. As a result, only 2 studies were selected for further analysis. Based on this review it can be assumed that the level of burnout depends on the level of empathy in dental cohort students; low empathy can predict high burnout. However, further research is necessary to confirm this relationship.
目的:共情在医患关系中具有重要作用。然而,情绪过剩的风险是存在的,这可能会导致精疲力竭。二者关系的性质尚不清楚。本研究旨在探讨牙科大学生共情与职业倦怠的关系。方法:采用电子检索PubMed (PMC)、Taylor and Francis、谷歌Scholar和EBSCO等电子数据库,按照系统评价和荟萃分析首选报告项目(PRISMA)进行系统评价。数据库检查了从2012年到2022年用英语发表的研究。结果:共纳入文献2375篇。那些只评估同理心或倦怠的研究,以及针对牙科以外的人群的研究,被排除在名单之外。2012年之前发表的非英语研究也被排除在外。因此,仅选择2项研究进行进一步分析。结论:基于本综述,可以假设牙科队列学生的职业倦怠水平与共情水平有关;低同理心预示着高倦怠。然而,需要进一步的研究来证实这种关系。
{"title":"Examining the relationship between empathy and burnout in dental students: a systematic review","authors":"Sviatlana Anishchuk, Aidan Seery","doi":"10.1038/s41432-025-01182-z","DOIUrl":"10.1038/s41432-025-01182-z","url":null,"abstract":"Empathy has an important role in the patient-clinician relationship. However, there is a risk of an emotional overabundance, which can lead to a burnout and exhaustion. The nature of its relationship is yet not clear. This study aims to investigate the relationship between empathy and burnout in dental undergraduate students. A systematic review was carried out in accordance with Preferred Reporting Items for Systemic Reviews and Meta-Analyses (PRISMA) using electronic searches on electronic databases: PubMed (PMC), Taylor and Francis, Google Scholar and EBSCO. The databases were examined for studies that were published in English language from 2012 to 2022. There were 2375 articles in total. The studies that only assessed empathy or burnout and targeted other than dental cohorts were excluded from the list. Any studies that were not in English language and had been published before 2012 were also excluded. As a result, only 2 studies were selected for further analysis. Based on this review it can be assumed that the level of burnout depends on the level of empathy in dental cohort students; low empathy can predict high burnout. However, further research is necessary to confirm this relationship.","PeriodicalId":12234,"journal":{"name":"Evidence-based dentistry","volume":"26 4","pages":"178-178"},"PeriodicalIF":2.3,"publicationDate":"2025-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.comhttps://www.nature.com/articles/s41432-025-01182-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144803900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
To assess the effectiveness of supervised toothbrushing programs in improving oral health outcomes among children and adolescents aged 3 to 18 years and to explore stakeholders’ perceptions in implementing and sustaining tooth brushing programs. This mixed-method umbrella review followed JBI methodology and PRISMA guidelines. A systematic search was conducted across databases including MEDLINE, Cochrane, Scopus, Web of Science, CINAHL, Epistemonikos, ProQuest, and Google Scholar. A total of 159 articles were identified, and after screening, three systematic reviews met the inclusion criteria. The quantitative and qualitative findings were synthesized using a convergent segregated approach. The Theoretical Domains Framework (TDF) was applied to map barriers and facilitators influencing program adoption and sustainability. The quantitative synthesis included one systematic review with four included trials, two of which found statistically significant reductions in dental caries with supervised toothbrushing. The qualitative synthesis (two mixed-method systematic reviews) revealed key facilitators and barriers. The most prominent enablers and barriers identified across these reviews were knowledge about oral health/tooth brushing, social influences, and environmental context and resources. Specifically, the knowledge domain received 32 enabler responses and 25 barrier responses, underscoring the importance of understanding oral health practices to improve toothbrushing behavior. Social support garnered 35 enabler responses and 26 barrier responses, highlighting the role of a supportive environment in enhancing adherence to toothbrushing routines. This review highlights the effectiveness of supervised toothbrushing programs in reducing dental caries. The qualitative synthesis, guided by the Theoretical Domains Framework (TDF), identifies key barriers and facilitators, including knowledge gaps, environmental constraints, social influences, and behavioural regulation factors.
目的:评估监督式刷牙计划在改善3至18岁儿童和青少年口腔健康结果方面的有效性,并探讨利益相关者对实施和维持刷牙计划的看法。方法:采用JBI方法学和PRISMA指南进行综合综述。系统检索了MEDLINE、Cochrane、Scopus、Web of Science、CINAHL、Epistemonikos、ProQuest和谷歌Scholar等数据库。共纳入159篇文献,经筛选,有3篇系统评价符合纳入标准。定量和定性的发现是综合使用收敛隔离的方法。理论领域框架(TDF)被用于绘制影响项目采用和可持续性的障碍和促进因素。结果:定量综合包括一项系统综述和四项纳入试验,其中两项发现在监督下刷牙可以显著减少龋齿。定性综合(两个混合方法的系统评价)揭示了关键的促进因素和障碍。在这些综述中发现的最突出的促进因素和障碍是关于口腔健康/刷牙的知识、社会影响、环境背景和资源。具体而言,知识领域收到了32个促进性回答和25个障碍性回答,强调了了解口腔健康实践对改善刷牙行为的重要性。社会支持获得了35个促成反应和26个障碍反应,突出了支持性环境在增强坚持刷牙习惯方面的作用。结论:本综述强调了监督刷牙计划在减少龋齿方面的有效性。在理论领域框架(TDF)的指导下,定性综合确定了主要障碍和促进因素,包括知识差距、环境约束、社会影响和行为调节因素。
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Pub Date : 2025-07-26DOI: 10.1038/s41432-025-01181-0
Lucy Bennett, Lucy Tiplady, Greig Taylor
Rokhshad R, Banakar M, Shobeiri, P, Zhang P. Artificial intelligence in early childhood caries detection and prediction: a systematic review and meta-analysis. Pediatr Dent. 2024;46:385–394. A literature search was performed in May 2024 via PubMed, Scopus, Embase, Web of Science, Institute of Electrical and Electronics Engineer database sources, and across the grey literature. Further studies were identified after analysis of reference lists. The research question was defined using the population-intervention-comparison-outcome (PICO) framework. Studies published between 2010 and 2024 were included, that used artificial intelligence (AI) algorithms including machine learning (ML), deep learning (DL) and neutral networks (NN) for detecting and predicting early childhood caries (ECC). Exclusion occurred where the full text was inaccessible and non-English papers. Two independent reviewers screened titles and abstracts, with the use of a third reviewer in the case of any disagreement. The process was then repeated with the full texts to assess eligibility, again with a third reviewer where necessary. A total of 21 studies were used in the final analysis following assessment, 7 of which described ECC detection, and 14 for ECC prediction. The extracted data included author, publication year, study objectives, data modalities, datasets, annotation procedures, follow ups, ML test, AI model architecture, outcome measures and evaluation metrics. The findings were summarised descriptively. Quantitative synthesis was performed on six studies that reported sensitivity and specificity. Summary receiver operator characteristic curves were used to assess discriminatory ability. Statistical analysis was completed. A total of 21 studies were included in the final analysis. It revealed that AI based methods, especially DL algorithms showed promising results in detecting ECC, with accuracy range of 78–86%, sensitivity of 67–96%, and specificity from 81–99%. ECC prediction had accuracy range of 60-100%, sensitivity of 20–100%, and specificity of 54–94%. The pooled sensitivity and specificity of these studies was 80% and 81% respectively, with confidence intervals of 95%, indicating statistically significant effects. AI has demonstrated substantial potential in the detection and prediction of ECC. Further research is required to refine the technology and establish its application in paediatric dentistry.
Rokhshad R, Banakar M, Shobeiri, P, Zhang P.人工智能在儿童早期龋齿检测和预测中的应用综述。儿科杂志。2024;46:385-394。数据来源:文献检索于2024年5月通过PubMed, Scopus, Embase, Web of Science, Institute of Electrical and Electronics Engineer数据库资源和灰色文献进行。在对参考文献进行分析后,确定了进一步的研究。研究问题采用人口-干预-比较-结果(PICO)框架定义。研究选择:纳入了2010年至2024年间发表的研究,这些研究使用人工智能(AI)算法,包括机器学习(ML)、深度学习(DL)和神经网络(NN)来检测和预测儿童早期龋齿(ECC)。排除发生在全文无法访问和非英文论文。两名独立审稿人筛选标题和摘要,如果有任何分歧,则使用第三名审稿人。然后对全文重复该过程以评估合格性,必要时再次由第三方审稿人进行审查。评估后的最终分析共有21项研究,其中7项研究描述了ECC检测,14项研究描述了ECC预测。数据提取和综合:提取的数据包括作者、出版年份、研究目标、数据模式、数据集、注释过程、随访、ML测试、AI模型架构、结果测量和评估指标。对调查结果进行了描述性总结。对六项报告敏感性和特异性的研究进行了定量综合。摘要接收者操作者特征曲线用于评估鉴别能力。完成统计分析。结果:最终分析共纳入21项研究。结果表明,基于AI的方法,特别是DL算法在检测ECC方面显示出良好的效果,准确率范围为78-86%,灵敏度为67-96%,特异性为81-99%。ECC预测准确率为60-100%,灵敏度为20-100%,特异性为54-94%。这些研究的合并敏感性和特异性分别为80%和81%,置信区间为95%,表明有统计学意义。结论:人工智能在ECC的检测和预测方面显示出巨大的潜力。需要进一步的研究来完善该技术并确定其在儿科牙科中的应用。
{"title":"Can AI find the cavities in caries prediction and diagnosis?","authors":"Lucy Bennett, Lucy Tiplady, Greig Taylor","doi":"10.1038/s41432-025-01181-0","DOIUrl":"10.1038/s41432-025-01181-0","url":null,"abstract":"Rokhshad R, Banakar M, Shobeiri, P, Zhang P. Artificial intelligence in early childhood caries detection and prediction: a systematic review and meta-analysis. Pediatr Dent. 2024;46:385–394. A literature search was performed in May 2024 via PubMed, Scopus, Embase, Web of Science, Institute of Electrical and Electronics Engineer database sources, and across the grey literature. Further studies were identified after analysis of reference lists. The research question was defined using the population-intervention-comparison-outcome (PICO) framework. Studies published between 2010 and 2024 were included, that used artificial intelligence (AI) algorithms including machine learning (ML), deep learning (DL) and neutral networks (NN) for detecting and predicting early childhood caries (ECC). Exclusion occurred where the full text was inaccessible and non-English papers. Two independent reviewers screened titles and abstracts, with the use of a third reviewer in the case of any disagreement. The process was then repeated with the full texts to assess eligibility, again with a third reviewer where necessary. A total of 21 studies were used in the final analysis following assessment, 7 of which described ECC detection, and 14 for ECC prediction. The extracted data included author, publication year, study objectives, data modalities, datasets, annotation procedures, follow ups, ML test, AI model architecture, outcome measures and evaluation metrics. The findings were summarised descriptively. Quantitative synthesis was performed on six studies that reported sensitivity and specificity. Summary receiver operator characteristic curves were used to assess discriminatory ability. Statistical analysis was completed. A total of 21 studies were included in the final analysis. It revealed that AI based methods, especially DL algorithms showed promising results in detecting ECC, with accuracy range of 78–86%, sensitivity of 67–96%, and specificity from 81–99%. ECC prediction had accuracy range of 60-100%, sensitivity of 20–100%, and specificity of 54–94%. The pooled sensitivity and specificity of these studies was 80% and 81% respectively, with confidence intervals of 95%, indicating statistically significant effects. AI has demonstrated substantial potential in the detection and prediction of ECC. Further research is required to refine the technology and establish its application in paediatric dentistry.","PeriodicalId":12234,"journal":{"name":"Evidence-based dentistry","volume":"26 3","pages":"139-140"},"PeriodicalIF":2.3,"publicationDate":"2025-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.comhttps://www.nature.com/articles/s41432-025-01181-0.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144717832","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-23DOI: 10.1038/s41432-025-01180-1
Quang Tuan Lam, Minh Huu Nhat Le, I-Ta Lee, Nguyen Quoc Khanh Le
Recent advancements in the You Only Look Once (YOLO) algorithm show promise for dental caries diagnosis. We aimed to evaluate the diagnostic performance of different YOLO versions using photographic and radiographic images for caries detection. We searched PubMed (MEDLINE), EMBASE, Web of Science, and Scopus for studies up to December 12, 2024. Studies using any YOLO version for caries detection were included. Binary diagnostic accuracy data were extracted to calculate pooled sensitivity, specificity, and area under the curve (AUC) using a bivariate random-effects model. Quality was assessed with QUADAS-2 and the Radiomics Quality Score (RQS). This review is registered in PROSPERO (CRD42024615440). We included 15 studies in the systematic review and 14 in the meta-analysis. Overall, YOLO-based models achieved a pooled sensitivity of 79.3% and specificity of 84.9%, with an AUC of 0.832. YOLO using radiographic images demonstrated higher specificity (92.5% vs 72.0%) and AUC (0.847 vs 0.735) than using photographic images, while sensitivity was similar (78.6% vs 80.0%). Differences between YOLO versions (v5 and earlier vs v6 and later) and the use of external validation did not significantly affect diagnostic accuracy. Radiograph-based YOLO models showed superior specificity to photograph-based models, reflecting the higher diagnostic detail of radiographs. However, photographic approaches are completely radiation-free and more accessible, which could benefit screening in low-resource settings. Newer YOLO versions did not significantly outperform older versions, likely due to the limited complexity of the task and dataset constraints in current studies. YOLO algorithms provide a reliable tool for dental caries detection. Radiograph imaging combined with YOLO offers enhanced diagnostic specificity, while even older YOLO versions remain effective for caries detection in practice.
目的:你只看一次(YOLO)算法的最新进展显示了龋齿诊断的希望。我们的目的是评估不同的YOLO版本的诊断性能,使用摄影和放射图像检测龋。方法:检索截至2024年12月12日的PubMed (MEDLINE)、EMBASE、Web of Science和Scopus。使用任何YOLO版本进行龋齿检测的研究都包括在内。提取二元诊断准确性数据,使用二元随机效应模型计算合并敏感性、特异性和曲线下面积(AUC)。采用QUADAS-2和放射组学质量评分(RQS)评估质量。本综述已在PROSPERO注册(CRD42024615440)。结果:我们在系统评价中纳入了15项研究,在meta分析中纳入了14项研究。总体而言,基于yolo的模型的总灵敏度为79.3%,特异性为84.9%,AUC为0.832。x线影像的YOLO特异性(92.5% vs 72.0%)和AUC (0.847 vs 0.735)高于摄影影像,而灵敏度相似(78.6% vs 80.0%)。YOLO版本之间的差异(v5和更早的版本与v6和更高的版本)和外部验证的使用并没有显著影响诊断的准确性。讨论:基于x线片的YOLO模型比基于照片的模型具有更好的特异性,反映了x线片更高的诊断细节。然而,照相方法是完全无辐射和更容易获得的,这可能有利于在资源匮乏的情况下进行筛查。较新的YOLO版本并没有明显优于旧版本,这可能是由于当前研究中任务和数据集约束的复杂性有限。结论:YOLO算法为龋病检测提供了可靠的工具。x线影像结合YOLO提供了增强的诊断特异性,而即使是较老的YOLO版本在龋齿检测中仍然有效。
{"title":"Evaluating YOLO for dental caries diagnosis: a systematic review and meta-analysis","authors":"Quang Tuan Lam, Minh Huu Nhat Le, I-Ta Lee, Nguyen Quoc Khanh Le","doi":"10.1038/s41432-025-01180-1","DOIUrl":"10.1038/s41432-025-01180-1","url":null,"abstract":"Recent advancements in the You Only Look Once (YOLO) algorithm show promise for dental caries diagnosis. We aimed to evaluate the diagnostic performance of different YOLO versions using photographic and radiographic images for caries detection. We searched PubMed (MEDLINE), EMBASE, Web of Science, and Scopus for studies up to December 12, 2024. Studies using any YOLO version for caries detection were included. Binary diagnostic accuracy data were extracted to calculate pooled sensitivity, specificity, and area under the curve (AUC) using a bivariate random-effects model. Quality was assessed with QUADAS-2 and the Radiomics Quality Score (RQS). This review is registered in PROSPERO (CRD42024615440). We included 15 studies in the systematic review and 14 in the meta-analysis. Overall, YOLO-based models achieved a pooled sensitivity of 79.3% and specificity of 84.9%, with an AUC of 0.832. YOLO using radiographic images demonstrated higher specificity (92.5% vs 72.0%) and AUC (0.847 vs 0.735) than using photographic images, while sensitivity was similar (78.6% vs 80.0%). Differences between YOLO versions (v5 and earlier vs v6 and later) and the use of external validation did not significantly affect diagnostic accuracy. Radiograph-based YOLO models showed superior specificity to photograph-based models, reflecting the higher diagnostic detail of radiographs. However, photographic approaches are completely radiation-free and more accessible, which could benefit screening in low-resource settings. Newer YOLO versions did not significantly outperform older versions, likely due to the limited complexity of the task and dataset constraints in current studies. YOLO algorithms provide a reliable tool for dental caries detection. Radiograph imaging combined with YOLO offers enhanced diagnostic specificity, while even older YOLO versions remain effective for caries detection in practice.","PeriodicalId":12234,"journal":{"name":"Evidence-based dentistry","volume":"26 4","pages":"176-176"},"PeriodicalIF":2.3,"publicationDate":"2025-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144697991","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-22DOI: 10.1038/s41432-025-01179-8
Liana Rita Nicole Umbrio, Hieu Michael Pham, Abdul B. Barmak, Nasser Assery, Elli Anna Kotsailidi
To evaluate the effect of selective serotonin reuptake inhibitors (SSRIs) on periodontal status through a systematic review and meta-analysis. Nine databases were searched for clinical studies up to September 2024 to identify clinical studies comparing periodontal parameters such as probing depth (PD), clinical attachment level (CAL), marginal bone level (MBL), and gingival and plaque indices (GI and PI) between SSRI-users and non-users. Study selection, data extraction, and risk of bias assessment were performed independently by two authors. Random-effects meta-analyses of mean differences (MD) were performed. The Grading of Recommendations Assessment, Development, and Evaluation approach was used to assess the quality of available evidence. Five cross-sectional studies, including a total of 1254 patients (54.15% females) and 13170 teeth, were included. The use of SSRIs was significantly associated with inferior MBL (MD, 0.10; 95% confidence interval, 0.01 to 0.20) compared to non-users. No significant differences were observed in PD, CAL, and GI between SSRI-users and non-users. The overall quality of evidence was low, and all studies presented a moderate risk of bias. Based on a low level of available scientific evidence, the use of SSRIs has a marginal yet significant effect on MBL. However, there is no direct association between SSRIs usage and periodontal parameters such as PD, CAL, and GI. Nonetheless, further research is warranted.
{"title":"Association between selective serotonin reuptake inhibitors and the periodontal status: a systematic review and meta-analysis of observational clinical studies","authors":"Liana Rita Nicole Umbrio, Hieu Michael Pham, Abdul B. Barmak, Nasser Assery, Elli Anna Kotsailidi","doi":"10.1038/s41432-025-01179-8","DOIUrl":"10.1038/s41432-025-01179-8","url":null,"abstract":"To evaluate the effect of selective serotonin reuptake inhibitors (SSRIs) on periodontal status through a systematic review and meta-analysis. Nine databases were searched for clinical studies up to September 2024 to identify clinical studies comparing periodontal parameters such as probing depth (PD), clinical attachment level (CAL), marginal bone level (MBL), and gingival and plaque indices (GI and PI) between SSRI-users and non-users. Study selection, data extraction, and risk of bias assessment were performed independently by two authors. Random-effects meta-analyses of mean differences (MD) were performed. The Grading of Recommendations Assessment, Development, and Evaluation approach was used to assess the quality of available evidence. Five cross-sectional studies, including a total of 1254 patients (54.15% females) and 13170 teeth, were included. The use of SSRIs was significantly associated with inferior MBL (MD, 0.10; 95% confidence interval, 0.01 to 0.20) compared to non-users. No significant differences were observed in PD, CAL, and GI between SSRI-users and non-users. The overall quality of evidence was low, and all studies presented a moderate risk of bias. Based on a low level of available scientific evidence, the use of SSRIs has a marginal yet significant effect on MBL. However, there is no direct association between SSRIs usage and periodontal parameters such as PD, CAL, and GI. Nonetheless, further research is warranted.","PeriodicalId":12234,"journal":{"name":"Evidence-based dentistry","volume":"26 4","pages":"177-177"},"PeriodicalIF":2.3,"publicationDate":"2025-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144682247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-15DOI: 10.1038/s41432-025-01174-z
StJohn Crean
{"title":"Dental science for the medical professional: an evidence-based approach.","authors":"StJohn Crean","doi":"10.1038/s41432-025-01174-z","DOIUrl":"https://doi.org/10.1038/s41432-025-01174-z","url":null,"abstract":"","PeriodicalId":12234,"journal":{"name":"Evidence-based dentistry","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144642185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-06-19DOI: 10.1038/s41432-025-01175-y
Patrick Quinn, Mairead Harding
Leghrouz L, Khole M R, Splieth C H, Schmoekel J. Tooth Brushing Learning Methods: Differential or Conventional? – A Randomized Controlled Clinical Trial. Caries Res 2024; 58: 399–406. A two-arm single-blinded randomised controlled clinical trial to investigate the effects of the differential learning method versus conventional tooth brushing instruction by assessing changes in plaque levels and gingivitis in children aged three to eight years. Children aged three to eight years with poor oral hygiene at baseline, needing parental assistance with tooth brushing, and available to attend follow-up appointments were included in the study. Exclusion criteria included children with acute dental pain, those with serious systemic diseases requiring special attention during dental care, and those who refused to participate in the study. Participants were randomly assigned to the test and control groups by self-drawing an unlabelled envelope from a box. The sealed envelopes contained oral hygiene instructions with exercises to use the differential learning method for the test group and children in the control group received the usual tooth brushing instructions. Participants were asked to follow the instructions at home for 28 days. The sample size was calculated according to previous similar oral hygiene studies, with a final sample size of 29 participants in each group to allow for dropouts of approximately 30%. Data was analysed using Microsoft Excel, with the significance threshold set at p < 0.05. Descriptive analysis included the calculation of means, standard deviation, absolute numbers, and percentages. Comparisons between the two groups were made using the independent samples t-test for quantitative variables and the chi-squared test for categorical variables. Two calibrated and blinded examiners recorded the papillary bleeding index (PBI) and the Quigley-Hein Index for dental plaque (QHI) at baseline and at the first and second recall visits at four and twelve weeks respectively. Of the 58 children recruited for the study, 46 were included in the final analysis with 22 in the control group and 24 in the test group. At baseline, there were no significant differences between the groups with respect to plaque and gingival indices. At the first recall, a statistically significant difference in the PBI index was found in favour of the test group (test: 0.1 ± 0.2 v. control: 0.3 ± 0.2; p < 0.001) but the difference in relation to the QHI index was not statistically significant (test: 2.1 ± 0.9 v. control 2.6 ± 0.9; p = 0.07). At the second recall, statistically significant differences in both indices were found in favour of the test group (PBI test: 0.1 ± 0.2 v. PBI control: 0.5 ± 0.2; p < 0.001; QHI test: 2.1 ± 0.9 v. QHI control: 3.2 ± 1; p < 0.001). The authors of the study concluded that simple instructions with the differential learning method for home tooth brushing can lead to significantly greater improvements in oral hygiene in chi
Leghrouz L, Khole M R, splth C H, Schmoekel J.刷牙学习方法的差异与传统?一项随机对照临床试验。龋齿研究2024;58: 399 - 406。设计:一项双臂单盲随机对照临床试验,通过评估3至8岁儿童牙菌斑水平和牙龈炎的变化,研究差异学习方法与传统刷牙指导的影响。病例选择:研究对象为年龄在3至8岁之间、口腔卫生基线较差、需要父母帮助刷牙、可参加随访预约的儿童。排除标准包括患有急性牙痛的儿童、患有严重全身性疾病需要在牙科护理中特别注意的儿童以及拒绝参加研究的儿童。通过从一个盒子里自己画一个没有标签的信封,参与者被随机分配到试验组和对照组。密封的信封里有口腔卫生说明和练习,实验组的孩子使用不同的学习方法,对照组的孩子则接受常规的刷牙说明。参与者被要求在家中按照指示进行28天。数据分析:样本量是根据之前类似的口腔卫生研究计算的,每组最终样本量为29名参与者,允许大约30%的辍学率。结果:两名校准和盲法检查人员分别在基线和第4周和第12周的第一次和第二次召回访问时记录了牙菌斑的乳头状出血指数(PBI)和Quigley-Hein指数(QHI)。在参与研究的58名儿童中,有46名被纳入最终分析,其中22名在对照组,24名在试验组。在基线时,两组之间在菌斑和牙龈指数方面没有显著差异。在第一次召回时,发现实验组的PBI指数有统计学显著差异(测试:0.1±0.2 v)。对照:0.3±0.2;p结论:该研究的作者得出结论,与传统的口腔卫生指导相比,家庭刷牙的简单指导与差异学习方法可以显著改善口腔卫生,特别是在中期保持阶段。
{"title":"Tooth brushing learning methods: time to change practice?","authors":"Patrick Quinn, Mairead Harding","doi":"10.1038/s41432-025-01175-y","DOIUrl":"10.1038/s41432-025-01175-y","url":null,"abstract":"Leghrouz L, Khole M R, Splieth C H, Schmoekel J. Tooth Brushing Learning Methods: Differential or Conventional? – A Randomized Controlled Clinical Trial. Caries Res 2024; 58: 399–406. A two-arm single-blinded randomised controlled clinical trial to investigate the effects of the differential learning method versus conventional tooth brushing instruction by assessing changes in plaque levels and gingivitis in children aged three to eight years. Children aged three to eight years with poor oral hygiene at baseline, needing parental assistance with tooth brushing, and available to attend follow-up appointments were included in the study. Exclusion criteria included children with acute dental pain, those with serious systemic diseases requiring special attention during dental care, and those who refused to participate in the study. Participants were randomly assigned to the test and control groups by self-drawing an unlabelled envelope from a box. The sealed envelopes contained oral hygiene instructions with exercises to use the differential learning method for the test group and children in the control group received the usual tooth brushing instructions. Participants were asked to follow the instructions at home for 28 days. The sample size was calculated according to previous similar oral hygiene studies, with a final sample size of 29 participants in each group to allow for dropouts of approximately 30%. Data was analysed using Microsoft Excel, with the significance threshold set at p < 0.05. Descriptive analysis included the calculation of means, standard deviation, absolute numbers, and percentages. Comparisons between the two groups were made using the independent samples t-test for quantitative variables and the chi-squared test for categorical variables. Two calibrated and blinded examiners recorded the papillary bleeding index (PBI) and the Quigley-Hein Index for dental plaque (QHI) at baseline and at the first and second recall visits at four and twelve weeks respectively. Of the 58 children recruited for the study, 46 were included in the final analysis with 22 in the control group and 24 in the test group. At baseline, there were no significant differences between the groups with respect to plaque and gingival indices. At the first recall, a statistically significant difference in the PBI index was found in favour of the test group (test: 0.1 ± 0.2 v. control: 0.3 ± 0.2; p < 0.001) but the difference in relation to the QHI index was not statistically significant (test: 2.1 ± 0.9 v. control 2.6 ± 0.9; p = 0.07). At the second recall, statistically significant differences in both indices were found in favour of the test group (PBI test: 0.1 ± 0.2 v. PBI control: 0.5 ± 0.2; p < 0.001; QHI test: 2.1 ± 0.9 v. QHI control: 3.2 ± 1; p < 0.001). The authors of the study concluded that simple instructions with the differential learning method for home tooth brushing can lead to significantly greater improvements in oral hygiene in chi","PeriodicalId":12234,"journal":{"name":"Evidence-based dentistry","volume":"26 3","pages":"135-136"},"PeriodicalIF":2.3,"publicationDate":"2025-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.comhttps://www.nature.com/articles/s41432-025-01175-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144332723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}