用于筛查老年人口腔健康问题的热成像图像:一项试点研究。

IF 4.8 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Journal of dentistry Pub Date : 2025-02-01 DOI:10.1016/j.jdent.2024.105506
Angela Stillhart, Lea Angst, Hansmartin Spatzier, Murali Srinivasan
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引用次数: 0

摘要

目的:本初步研究评估了使用面部热像仪检测认知能力下降和护理抵抗行为的老年人口腔内问题的可行性,这些老年人通常无法沟通疼痛或早期症状。方法:纳入23例认知能力下降的老年人(平均年龄73.7±13.2岁)。使用智能手机连接的FLIR热像仪拍摄四张面部图像。进行口腔内检查,分析热成像数据以提取感兴趣区域(ROI)的温度值。采用点双列相关和ROC曲线分析来评估温度数据与临床表现之间的相关性,结果具有显著性水平:12名参与者发现需要治疗的口腔内问题,其中6名报告临床疼痛。ROI的整体平均温度为33.5±3.9°C,身体温度与ROI温度之间存在显著差异。观察到临床问题与各种温度指标之间的相关性,包括最低和最高ROI温度(rpb=-0.327, p=0.002和rpb=-0.309, p=0.003)。ROC分析显示ROI温度可以预测临床问题的存在与否,不同指标的AUC值在0.651 ~ 0.796之间。结论:热成像面部成像作为一种非侵入性的检测老年人口腔健康问题的工具具有重要的潜力。虽然前景光明,但进一步的研究对于提高图像质量,简化技术,并结合人工智能来提高诊断准确性和易用性至关重要。临床意义:这种无创、廉价的技术易于实施,与患者依从性无关,有望检测非交流患者的早期口腔问题。
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Thermographic images for screening oral health problems in older adults: A pilot study

Objective

This pilot study assessed the feasibility of using facial thermography to detect intra-oral problems in older adults with cognitive decline and care-resistant behaviors, who are often unable to communicate pain or early symptoms.

Methods

Twenty-three older adults (mean age 73.7 ± 13.2 years) with cognitive decline were enrolled. Thermal images of four facial views were taken using a smartphone-connected thermal camera. Intra-oral examinations were conducted, and the thermographic data were analyzed to extract temperature values in the regions of interest (ROI). Point-biserial correlations and ROC curve analyses were performed to evaluate associations between temperature data and clinical findings, with a significance level of p < 0.05.

Results

Intra-oral issues requiring treatment were found in 12 participants, with six reporting clinical pain. The overall mean temperature in the ROI was 33.5 ± 3.9 °C, and significant temperature differences were found between the body and ROI temperatures. Correlations were observed between clinical problems and various temperature metrics, including the minimum and maximum ROI temperatures (rpb=-0.327, p = 0.002 and rpb=-0.309, p = 0.003). ROC analysis indicated that ROI temperature could predict the presence or absence of clinical problems, with AUC values ranging from 0.651 to 0.796 for different metrics.

Conclusion

Thermographic facial imaging shows significant potential as a non-invasive tool for detecting oral health problems in vulnerable older adults. While promising, further research is essential to enhance image quality, streamline the technique, and incorporate AI for improved diagnostic accuracy and ease of use.

Clinical Significance

This non-invasive, inexpensive technique is easy to perform, independent of patient compliance and, is promising to detect early oral problems in noncommunicative patients.
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来源期刊
Journal of dentistry
Journal of dentistry 医学-牙科与口腔外科
CiteScore
7.30
自引率
11.40%
发文量
349
审稿时长
35 days
期刊介绍: The Journal of Dentistry has an open access mirror journal The Journal of Dentistry: X, sharing the same aims and scope, editorial team, submission system and rigorous peer review. The Journal of Dentistry is the leading international dental journal within the field of Restorative Dentistry. Placing an emphasis on publishing novel and high-quality research papers, the Journal aims to influence the practice of dentistry at clinician, research, industry and policy-maker level on an international basis. Topics covered include the management of dental disease, periodontology, endodontology, operative dentistry, fixed and removable prosthodontics, dental biomaterials science, long-term clinical trials including epidemiology and oral health, technology transfer of new scientific instrumentation or procedures, as well as clinically relevant oral biology and translational research. The Journal of Dentistry will publish original scientific research papers including short communications. It is also interested in publishing review articles and leaders in themed areas which will be linked to new scientific research. Conference proceedings are also welcome and expressions of interest should be communicated to the Editor.
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