Dental plaque

牙菌斑
  • 文章类型: Journal Article
    正畸托槽周围牙菌斑中细菌的酸性副产物有助于白斑病变(WSL)的形成。一氧化氮(NO)具有抗菌性能,阻碍生物膜的形成和抑制口腔微生物的生长。模拟NO释放的材料可以预防口腔细菌相关的病变。本研究旨在整合S-亚硝基乙酰青霉胺(SNAP),一个有希望的没有捐赠者,进入正畸弹性结扎线,施加额外的聚合物涂层,并评估NO释放动力学和抗变形链球菌的抗菌活性。将SNAP添加到透明的弹性链中(8个环,23mm长)在三个浓度(50、75、100mg/mL,和控件)。然后涂覆链条,通过静电纺丝,添加额外的聚合物(Elastollan®)以帮助延长NO释放。每天测量NO通量,持续30天。测试具有75mg/mLSNAP+Elastollan®的样品针对变形链球菌对链上和链周围的生物膜形成的抑制。SNAP成功地整合到每个浓度的结扎物中。只有75mg/mLSNAP链保持其弹性。聚合物涂层后,样品在第一天表现出明显的NO爆发,超过机器的读取能力,在29天内逐渐下降。连接体还抑制变形链球菌生长和生物膜形成。未来的研究将评估其机械性能和细胞毒性。这项研究提出了一种通过利用一氧化氮释放材料来解决白斑病变(WSL)形成和细菌相关病理的新策略。具有抗菌性能的制造链提供了一个有前途的解决方案,正畸的挑战,显示出学术-工业合作和商业可行性的巨大潜力。
    The acidic byproducts of bacteria in plaque around orthodontic brackets contribute to white spot lesion (WSL) formation. Nitric oxide (NO) has antibacterial properties, hindering biofilm formation and inhibiting the growth of oral microbes. Materials that mimic NO release could prevent oral bacteria-related pathologies. This study aims to integrate S-nitroso-acetylpenicillamine (SNAP), a promising NO donor, into orthodontic elastomeric ligatures, apply an additional polymer coating, and evaluate the NO-release kinetics and antimicrobial activity against Streptococus mutans. SNAP was added to clear elastomeric chains (8 loops, 23 mm long) at three concentrations (50, 75, 100 mg/mL, and a control). Chains were then coated, via electrospinning, with additional polymer (Elastollan®) to aid in extending the NO release. NO flux was measured daily for 30 days. Samples with 75 mg/mL SNAP + Elastollan® were tested against S. mutans for inhibition of biofilm formation on and around the chain. SNAP was successfully integrated into ligatures at each concentration. Only the 75 mg/mL SNAP chains maintained their elasticity. After polymer coating, samples exhibited a significant burst of NO on the first day, exceeding the machine\'s reading capacity, which gradually decreased over 29 days. Ligatures also inhibited S. mutans growth and biofilm formation. Future research will assess their mechanical properties and cytotoxicity. This study presents a novel strategy to address white spot lesion (WSL) formation and bacterial-related pathologies by utilizing nitric oxide-releasing materials. Manufactured chains with antimicrobial properties provide a promising solution for orthodontic challenges, showing significant potential for academic-industrial collaboration and commercial viability.
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  • 文章类型: Journal Article
    背景:龋齿(腐烂或龋齿)是细菌导致的牙齿破裂。龋齿是最可预防的口腔健康问题之一,也是小学生最常见的慢性疾病。不良的牙齿和口腔健康会影响儿童的生活质量。
    目的:本研究旨在综合埃塞俄比亚2024年小学生龋齿患病率及相关因素的现有文献。
    方法:通过GoogleScholar的搜索引擎搜索研究,PubMed,Scopus,MEDLINE,还有Cochrane图书馆.使用关键字和MeSH术语搜索龋齿,牙菌斑,小学生,埃塞俄比亚。使用CochranQ检验和I2统计量评估异质性。使用具有95%置信区间的随机效应模型进行患病率和比值比估计。
    结果:七项研究的结果显示,埃塞俄比亚小学生龋齿的总体患病率为35%(26-45%)。甜食摄入量高(OR=2.71,95CI:1.968-3.451),不良的牙齿清洁习惯(OR=2.46;95%CI:2.761-5.045),1-4级(OR=2.46;95%CI:1.523-3.397),有牙痛病史(OR=2.99;95%CI:2.679-3.314),不使用牙膏(OR=1.42;95%CI:-1.278-4.109),降低了上一年的学业成绩(OR=5.51;95%CI:1.952-9.066),具有显着的微生物负荷(OR=3.82,CI:3.439-4.192)和牙齿上的酸性杆菌pH值(OR=2.42,CI:1.494-3.335)是与小学儿童牙科相关的独立变量。
    结论:埃塞俄比亚小学生龋齿的总体患病率为35%,从26%到45%不等。然而,根据抽样技术观察到患病率的变化。使用简单随机抽样的研究报告了42%的较高患病率,而采用多阶段随机抽样和系统随机抽样的比率较低,分别为30%和35%,分别。这表明抽样技术的选择会影响报告的患病率,与其他方法相比,简单随机抽样可产生更高的估计值。
    BACKGROUND: Dental caries (decay or cavities) is the breakdown of teeth as a result of bacteria. Dental caries is one of the most preventable oral health problems and the most common chronic disease in primary school children. Poor dental and oral health affects the quality of children\'s lives.
    OBJECTIVE: The study aimed to synthesize the existing literature on the prevalence and associated factors of dental caries among primary school children in Ethiopia in 2024.
    METHODS: Studies were searched through the search engines of Google Scholar, PubMed, Scopus, MEDLINE, and the Cochrane Library. Searching was made using keywords and MeSH terms for dental caries, dental plaque, primary school children, and Ethiopia. Heterogeneity was assessed using the Cochran Q test and I2 statistics. A random-effects model with a 95% confidence interval was used for prevalence and odds ratio estimations.
    RESULTS: The result of seven studies disclosed that the overall prevalence of dental caries in primary school children in Ethiopia was 35% (26-45%). high intake of sweets (OR = 2.71,95%CI:1.968-3.451), a poor habit of tooth cleaning (OR = 2.46; 95% CI: 2.761-5.045), Grade level 1-4(OR = 2.46; 95% CI: 1.523-3.397), having a history of toothache(OR = 2.99; 95% CI: 2.679-3.314), absence of toothpaste use(OR = 1.42; 95% CI: -1.278-4.109), reduction of the previous year\'s academic score(OR = 5.51; 95% CI: 1.952-9.066), had a significant microbial load(OR = 3.82, CI: 3.439-4.192) and have acid bacillary pH on their teeth(OR = 2.42, CI: 1.494-3.335) were independent variables associated with dental carries among primary school children.
    CONCLUSIONS: The overall prevalence of dental caries among primary school children in Ethiopia is 35%, ranging from 26 to 45%. However, variations in prevalence rates are observed based on sampling techniques. Studies using simple random sampling report a higher prevalence rate of 42%, while those employing multi-stage random sampling and systematic random sampling show lower rates of 30% and 35%, respectively. This indicates that the choice of sampling technique can impact reported prevalence rates, with simple random sampling yielding higher estimates compared to other methods.
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  • 文章类型: Journal Article
    目的:与传统可燃香烟相比,包括电子烟(EC)和加热烟草产品(HTPs)的电子尼古丁输送系统(ENDS)显着减少了对有毒化学物质排放的接触。然而,它们对牙菌斑的影响尚不清楚.本研究使用定量光诱导荧光(QLF)技术测量ENDS(EC和HTPs)用户的牙菌斑,将它们与电流进行比较,前者,从不吸烟者。
    方法:这项横断面研究比较了使用QLF技术(Q-raycam™Pro)在当前吸烟者(每天≥10支香烟)中进行的牙菌斑测量,前吸烟者(戒烟≥6个月),从不吸烟者,和独占ENDS用户(退出≥6个月)。牙菌斑测量值表示为ΔR30(成熟牙菌斑的总面积)和ΔR120(较大的牙菌斑厚度/成熟牙结石)。通过QLF专有软件计算简单口腔卫生(SOH)评分。通过R版本(4.2.3)进行包括ANCOVA的统计学分析,p<0.05。
    结果:共有30名吸烟者,24名前吸烟者,29从来不吸烟包括53个ENDS用户。与其他组相比,当前吸烟者具有显著更高的ΔR30和ΔR120值(p<0.001)。ENDS使用者显示与从未吸烟者和以前吸烟者相似的斑块水平(p>0.05),但显着低于当前吸烟者(p<0.01)。尽管ENDS用户的SOH得分低于吸烟者,这一差异无统计学意义.每日刷牙和漱口水的使用是显著的协变量。
    结论:ENDS使用者与目前吸烟者相比,牙菌斑和牙结石的积聚减少。
    结论:与吸烟相比,独家使用ENDS对牙菌斑积聚的影响较小。需要进一步的研究来证实这些发现,并充分了解ENDS对牙菌斑形成的影响。
    OBJECTIVE: In comparison to conventional combustible cigarettes, Electronic Nicotine Delivery Systems (ENDS) including both e-cigarettes (ECs) and heated tobacco products (HTPs) significantly reduce exposure to toxic chemical emissions. However, their impact on dental plaque remains unclear. This study measures dental plaque in ENDS (ECs and HTPs) users using quantitative light-induced fluorescence (QLF) technology, comparing them with current, former, and never smokers.
    METHODS: This cross-sectional study compared dental plaque measurements using QLF technology (Q-ray cam™ Pro) among current smokers (≥10 cigarettes/day), former smokers (quit ≥6 months), never smokers, and exclusive ENDS users (quit ≥6 months). Dental plaque measurements were expressed as ΔR30 (total area of mature dental plaque) and ΔR120 (greater plaque thickness/maturation-calculus). The Simple Oral Hygiene (SOH) score was calculated by the QLF proprietary software. Statistical analyses including ANCOVA was performed by R version (4.2.3) with p < 0.05.
    RESULTS: A total 30 smokers, 24 former smokers, 29 never smokers, and 53 ENDS users were included. Current smokers had significantly higher ΔR30 and ΔR120 values compared to other groups (p < 0.001). ENDS users showed plaque levels similar to never and former smokers (p > 0.05) but significantly lower than current smokers (p < 0.01). Although ENDS users showed a lower SOH score than smokers, this difference was not statistically significant. Daily toothbrushing and mouthwash usage were significant covariates.
    CONCLUSIONS: ENDS users exhibited reduced accumulation of dental plaque and calculus compared with current smokers.
    CONCLUSIONS: Exclusive ENDS use could less impact dental plaque accumulation compared to cigarette smoking. Further research is needed to confirm these findings and fully understand ENDS impact on dental plaque formation.
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    文章类型: Journal Article
    UNASSIGNED: Dental plaque is a common issue that can be effectively managed with proper oral hygiene practices and regular oral health care. The aim of this crossover study was to assess dental plaque using different methods (digital and clinical plaque scores) and evaluate the effectiveness of toothbrushing with a triple-headed manual toothbrush compared to a single-headed manual toothbrush in removing dental plaque.
    UNASSIGNED: Plaque staining was performed to assess dental plaque amounts before and after brushing with the triple-headed (test) and single-headed (control) manual toothbrush in 21 study participants after plaque was allowed to accumulate for 48 hours. Dental plaque was scored both clinically as well as digitally.
    UNASSIGNED: Toothbrushing with a manual single-headed toothbrush and a triple-headed toothbrush was found to be equally effective when comparing plaque removal ability. Brushing time was shorter when using a triple-headed toothbrush, compared to a single-headed toothbrush.
    UNASSIGNED: The triple-headed manual toothbrush may be a good alternative to the single-headed manual toothbrush for certain patient groups.
    UNASSIGNED: La plaque dentaire est un problème courant qui peut être géré efficacement en adoptant de bonnes pratiques d’hygiène buccale et en obtenant régulièrement des soins buccodentaires. L’objectif de cette étude croisée était d’évaluer l’état de la plaque dentaire à l’aide de différentes méthodes (cotes de plaque numériques et cliniques) et d’évaluer l’efficacité du brossage à l’aide d’une brosse à dents manuelle à 3 côtés comparativement au brossage avec une brosse à dents manuelle à 1 côté pour éliminer la plaque dentaire.
    UNASSIGNED: On a coloré la plaque dentaire pour en évaluer la quantité avant et après le brossage avec une brosse à dents manuelle à 3 côtés (essai) et à 1 côté (contrôle) parmi les 21 participants à l’étude après avoir laissé la plaque s’accumuler pendant 48 heures. On a attribué une cote clinique et numérique à la plaque dentaire.
    UNASSIGNED: Le brossage avec une brosse à dents manuelle à 3 côtés s’est révélé tout aussi efficace que le brossage avec une brosse manuelle à 1 côté sur le plan de l’élimination de la plaque. Le temps de brossage était plus court avec une brosse à dents à 3 côtés qu’avec une brosse à dents à 1 côté.
    UNASSIGNED: Pour certains groupes de patients, la brosse à dents à 3 côtés peut être une bonne alternative à la brosse à dents ordinaire.
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  • DOI:
    文章类型: Journal Article
    UNASSIGNED: Numerous clinical trials and systematic reviews have investigated the effectiveness of both herbal and conventional oral care approaches to reducing plaque and gingivitis. However, their findings vary and are inconsistent. Thus, the objective of this umbrella review is to compile data from systematic reviews and provide an overview of the effects of herbal oral care products on tooth plaque and gingivitis.
    UNASSIGNED: A comprehensive search of the literature was performed in 6 databases for systematic reviews with or without meta-analyses, published up to 30 May 2023, without any language restrictions. Only clinical trials comparing herbal oral care products (in the form of mouthrinse or toothpaste) against standard oral care products or placebo were considered.
    UNASSIGNED: Some herbal oral care products, particularly in the form of mouthrinses, have a similar level of positive effect on plaque and gingivitis reduction and, thus, can be used as an adjunct to traditional dentifrices. However, the shorter duration of trials (<4 weeks) and reported publication bias in the clinical trials mean that these findings must be interpreted with caution.
    UNASSIGNED: To accurately determine the impact of various herbal extracts on periodontal health, well-designed, long-term, and controlled trials that adhere to standardized protocols must be carried out.
    UNASSIGNED: On a étudié l’efficacité d’approches de soins buccodentaires classiques et à base de plantes pour lutter contre la plaque dentaire et la gingivite dans le cadre de nombreux essais cliniques et revues systématiques. Toutefois, leurs conclusions ont été variables et incohérentes. Cette revue générale vise donc à compiler des données issues de revues systématiques et de présenter un aperçu des effets des produits de soins buccodentaires à base de plantes sur la plaque dentaire et la gingivite.
    UNASSIGNED: On a procédé à une recherche documentaire exhaustive dans 6 bases de données pour effectuer des revues systématiques, avec ou sans méta-analyses, sans aucune restriction relative à la langue de l’étude, publiées avant le 30 mai 2023. Seuls des essais cliniques comparant des produits de soins buccodentaires à base de plantes (sous forme de rincebouche ou de dentifrice) à des produits de soins buccodentaires classiques ou à des placebos ont été envisagés.
    UNASSIGNED: Quelques produits de soins buccodentaires à base de plantes, en particulier les rince-bouches de ce type, ont des effets positifs comparables en matière de réduction de la plaque et de la gingivite et peuvent donc être utilisés en complément des dentifrices ordinaires. Toutefois, ces résultats doivent être interprétés avec prudence du fait de la durée relativement courte des essais (moins de 4 semaines) et du biais de publication signalé dans les essais cliniques.
    UNASSIGNED: Pour déterminer avec précision les effets de divers extraits de plantes sur la santé parodontale, il est nécessaire d’avoir recours à des essais bien conçus, à long terme et contrôlés, qui respectent des protocoles normalisés.
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  • 文章类型: Journal Article
    背景:就牙菌斑去除和牙龈炎参数而言,刷牙技术对刷牙有效性的意义尚不清楚。本系统综述和网络荟萃分析(NMA)旨在综合来自随机对照试验(RCTs)的证据。
    方法:我们搜索了MEDLINE(PubMed),Cochrane中央受控试验登记册,和WebofScienceforRCT,将任何自行使用的手动刷牙技术与任何其他技术或对照进行比较,并评估刷牙和牙龈炎后的牙菌斑。如果反复记录干预效果,最后一次干预后评估被视为主要结果日期(POD),和最接近干预的评估作为次要结果日期(SOD)。没有施加年龄限制。固定正畸矫治器的参与者被排除在外。使用网络元分析信心(CINEMA)方法评估证据,这是基于建议评估的分级,开发和评估(等级)方法。
    结果:13种出版物,包括15项研究,已确定。十项评估Fones的研究,Bass,和Scrub技术提供了符合NMA要求的数据。在斑块的情况下,证据的置信度从非常低到高不等,在牙龈炎的情况下从非常低到低。关于PODs,与没有训练相比,Fones可能会稍微减少牙菌斑;证据非常不确定,Fones可能对牙龈炎几乎没有影响。Bass可能导致牙菌斑几乎没有差异;Bass可能导致牙龈炎轻微增加的证据非常不确定。证据非常不确定,擦洗可能导致SOD上的牙菌斑几乎没有差异(没有POD数据),并且可能导致牙龈炎的轻微增加。
    结论:关于刷牙技术对刷牙或牙龈炎后牙菌斑的影响的证据有限。
    BACKGROUND: The meaning of the toothbrushing technique for the effectivity of toothbrushing in terms of plaque removal and parameters of gingivitis is unknown. This systematic review and network meta-analysis (NMA) aimed to synthesize evidence from randomized controlled trials (RCTs).
    METHODS: We searched MEDLINE (PubMed), the Cochrane Central Register of Controlled Trials, and the Web of Science for RCTs that compared any self-applied manual toothbrushing technique to any other technique or control and assessed plaque after toothbrushing and gingivitis. Where intervention effects were recorded repeatedly, the last post-intervention assessment was treated as the primary outcome date (POD), and the assessment closest to the intervention as the secondary outcome date (SOD). Age restrictions were not imposed. Participants with fixed orthodontic appliances were excluded. The evidence was evaluated using the Confidence in Network Meta-Analyses (CINeMA) approach, which is based on the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach.
    RESULTS: Thirteen publications, including 15 studies, were identified. Ten studies assessing the Fones, Bass, and Scrub techniques provided data eligible for the NMA. The confidence rating of the evidence varied from very low to high in the case of plaque, and from very low to low in the case of gingivitis. Regarding PODs, Fones probably reduces plaque slightly compared with no training; the evidence is very uncertain that Fones may have little to no effect on gingivitis. Bass may result in little to no difference in plaque; the evidence that Bass may result in a slight increase in gingivitis is very uncertain. The evidence is very uncertain that Scrub may result in little to no difference in plaque at the SOD (no POD-data available) and that it may result in a slight increase in gingivitis.
    CONCLUSIONS: There is limited evidence regarding the effects of toothbrushing techniques on plaque after brushing or gingivitis.
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  • 文章类型: Journal Article
    背景:在21世纪,我们被塑料包围,其处置对环境有不利影响。大约有7亿个塑料牙刷被售出,这造成了很大一部分塑料垃圾。为了帮助恢复环境,需要用可回收牙刷代替塑料牙刷。该研究的目的是评估和比较8-10岁儿童的可生物降解牙刷和不可生物降解牙刷的牙菌斑清除功效。
    方法:90名8-10岁的学校儿童被纳入研究。A组的牙刷类型(不可生物降解的牙刷,高露洁®棕榄印度有限公司),B(可生物降解牙刷,竹子印度),和C(可生物降解的牙刷,Palette™India)随机分配,并在第1、7和14天使用斑块显示剂和QuigleyHeinIndex的Turesky修饰评估斑块评分。使用非配对“t”和方差分析来分析数据,以发现组间研究参数的显著性,并使用配对t检验来发现组内研究参数的显著性(刷牙前和刷牙后)。
    结果:所有组刷牙前和刷牙后的牙菌斑评分的比较显示从第1天到第14天降低。然而,B组在第14天显示斑块显著减少,差异为0.50,具有统计学显著性,P<0.001。
    结论:根据结果,可以得出结论,可生物降解的牙刷具有足够的去除牙斑的功效。因此,建议使用可生物降解的牙刷,这将减少不可生物降解的废物。
    BACKGROUND: In the 21st century, we are surrounded by plastic, disposal of which has a detrimental effect on the environment. Around 700 million plastic toothbrushes are sold which contributes to a large portion of plastic waste. To aid in the restoration of the environment, there is a need to replace plastic toothbrushes with recyclable toothbrushes. The purpose of the study was to evaluate and compare the plaque removal efficacy of biodegradable toothbrushes and nonbiodegradable toothbrushes in children 8-10 years of age.
    METHODS: Ninety children 8-10 years old from school were included in the study. Toothbrush types to groups A (nonbiodegradable toothbrush, Colgate® Palmolive India Ltd.), B (Biodegradable toothbrush, Bamboo India), and C (Biodegradable toothbrush, Palette™ India) were randomly allocated and plaque score was evaluated using plaque disclosing agent and Turesky Modification of Quigley Hein Index at day 1, 7, and 14. The data were analyzed using unpaired \"t\" and analysis of variance to find the significance of study parameters between the groups and paired t-test was used to find the significance of study parameters within the group (pre- and postbrushing).
    RESULTS: The comparison of plaque scores pre- and postbrushing in all groups manifested reduction from day 1 to 14. However, Group B showed a significant reduction of plaque on day 14 with a difference of 0.50 which is statistically significant with a P < 0.001.
    CONCLUSIONS: According to the results, it can be concluded that a biodegradable toothbrush has adequate plaque removal efficacy. Therefore, the use of biodegradable toothbrushes can be recommended which will reduce nonbiodegradable waste.
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  • 文章类型: Journal Article
    目的:评估牙刷手柄对视频观察的刷牙行为和刷牙效果的影响。
    方法:这是一项随机平衡交叉研究。N=50名大学生和员工两次刷牙,相隔一周,使用符合人体工学设计的商用手动牙刷(MT)或BrushalyzeV1(BV1),手动牙刷有一个厚的圆柱形手柄,没有任何特定的人体工程学特征。对刷牙行为进行了视频分析。在第二次刷牙后立即评估斑块。参与者还评估了他们自我感知的口腔清洁度,并直接比较了两种刷子的处理方式,并将它们与他们在家中使用的刷子进行了比较。
    结果:研究参与者发现,BV1比M1或他们在家中的刷子明显更笨重。(p<0.05)。然而,相关分析显示,两个刷子的刷牙行为具有很强的一致性(0.71结论:研究结果表明,刷牙柄在刷牙行为或刷牙有效性中没有发挥主要作用。
    OBJECTIVE: To assess the effect of the toothbrush handle on video-observed toothbrushing behaviour and toothbrushing effectiveness.
    METHODS: This is a randomized counterbalanced cross-over study. N = 50 university students and employees brushed their teeth at two occasions, one week apart, using either a commercial ergonomically designed manual toothbrush (MT) or Brushalyze V1 (BV1), a manual toothbrush with a thick cylindrical handle without any specific ergonomic features. Brushing behaviour was video-analysed. Plaque was assessed at the second occasion immediately after brushing. Participants also rated their self-perceived oral cleanliness and directly compared the two brushes regarding their handling and compared them to the brushed they used at home.
    RESULTS: The study participants found the BV1 significantly more cumbersome than the M1 or their brush at home. (p < 0.05). However, correlation analyses revealed a strong consistency of brushing behavior with the two brushes (0.71 < r < 0.91). Means differed only slightly (all d < 0.36). These differences became statistically significant only for the brushing time at inner surfaces (d = 0.31 p = 0.03) and horizontal movements at inner surfaces (d = 0.35, p = 0.02). Plaque levels at the gingival margins did not differ while slightly more plaque persisted at the more coronal aspects of the crown after brushing with BV1 (d = 0.592; p 0.042).
    CONCLUSIONS: The results of the study indicate that the brushing handle does not play a major role in brushing behavior or brushing effectiveness.
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  • 文章类型: Journal Article
    目的:本研究旨在评估使用深度学习识别牙菌斑的人工智能(AI)系统的诊断准确性。利用包含恒牙照片的数据集。
    方法:在本研究中,20名年龄在10至15岁之间的患者的168颗牙齿的照片,符合我们标准的人,包括在内。分两个阶段拍摄了患者的口内照片,在应用斑块染色剂之前和之后。为了训练人工智能系统识别牙齿上的牙菌斑,牙菌斑没有变色,在暴露牙菌斑的照片上标记牙菌斑和牙齿。一百四十颗牙齿被用来建造训练组,同时使用28颗牙齿创建测试组。另一位牙医检查了牙齿的牙菌斑没有变色的图像,并使用相关性能指标评估AI检测斑块的有效性。要比较AI模型和牙医的评估结果,通过Wilcoxon检验评估平均交集联合(IoU)值。
    结果:AI系统在我们的研究中显示出更高的性能,精度为82%,84%灵敏度,83%F1得分,87%的准确度,在斑块检测中的特异性为89%。曲线下面积(AUC)值为0.922,IoU值为76%。随后,还评估了牙医的牙菌斑诊断表现。IoU值为0.71,AUC为0.833。AI模型显示出统计学上明显高于牙医(P<0.05)。
    结论:与牙医相比,我们开发的AI算法取得了有希望的结果,并证明了临床上可接受的牙菌斑检测性能。
    OBJECTIVE: This study aims to assess the diagnostic accuracy of an artificial intelligence (AI) system employing deep learning for identifying dental plaque, utilizing a dataset comprising photographs of permanent teeth.
    METHODS: In this study, photographs of 168 teeth belonging to 20 patients aged between 10 and 15 years, who met our criteria, were included. Intraoral photographs were taken of the patients in two stages, before and after the application of the plaque staining agent. To train the AI system to identify plaque on teeth with dental plaque that is not discolored, plaque and teeth were marked on photos with exposed dental plaque. One hundred forty teeth were used to construct the training group, while 28 teeth were used to create the test group. Another dentist reviewed images of teeth with dental plaque that was not discolored, and the effectiveness of AI in detecting plaque was evaluated using pertinent performance indicators. To compare the AI model and the dentist\'s evaluation outcomes, the mean intersection over union (IoU) values were evaluated by the Wilcoxon test.
    RESULTS: The AI system showed higher performance in our study with a precision of 82% accuracy, 84% sensitivity, 83% F1 score, 87% accuracy, and 89% specificity in plaque detection. The area under the curve (AUC) value was found to be 0.922, and the IoU value was 76%. Subsequently, the dentist\'s plaque diagnosis performance was also evaluated. The IoU value was 0.71, and the AUC was 0.833. The AI model showed statistically significantly higher performance than the dentist (P < 0.05).
    CONCLUSIONS: The AI algorithm that we developed has achieved promising results and demonstrated clinically acceptable performance in detecting dental plaque compared to a dentist.
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