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 degrees 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 (r(pb)=-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.
机构:
Univ Adelaide, Sch Dent, Australian Res Ctr Populat Oral Hlth, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Dent, Australian Res Ctr Populat Oral Hlth, Adelaide, SA 5005, Australia
Brennan, David S.
Singh, Kiran A.
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Univ Adelaide, Sch Dent, Australian Res Ctr Populat Oral Hlth, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Dent, Australian Res Ctr Populat Oral Hlth, Adelaide, SA 5005, Australia
机构:
Seoul Natl Univ, Coll Nursing, 103 Daehak Ro, Seoul 03080, South Korea
Seoul Natl Univ, Res Inst Nursing Sci, 103 Daehak Ro, Seoul 03080, South KoreaSeoul Natl Univ, Coll Nursing, 103 Daehak Ro, Seoul 03080, South Korea
Chang, Sun Ju
Yang, Eunjin
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Seoul Natl Univ, Coll Nursing, 103 Daehak Ro, Seoul 03080, South KoreaSeoul Natl Univ, Coll Nursing, 103 Daehak Ro, Seoul 03080, South Korea
Yang, Eunjin
Lee, Kyoung-Eun
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Seoul Natl Univ, Coll Nursing, 103 Daehak Ro, Seoul 03080, South KoreaSeoul Natl Univ, Coll Nursing, 103 Daehak Ro, Seoul 03080, South Korea
Lee, Kyoung-Eun
Ryu, Hyunju
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Seoul Natl Univ, Coll Nursing, 103 Daehak Ro, Seoul 03080, South KoreaSeoul Natl Univ, Coll Nursing, 103 Daehak Ro, Seoul 03080, South Korea
机构:
Univ Western Australia, Sch Human Sci, Perth, WA 6009, AustraliaUniv Western Australia, Sch Human Sci, Perth, WA 6009, Australia
Conquest, Jennifer Hanthorn
Skinner, John
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Univ Sydney, Fac Med & Hlth, Poche Ctr Indigenous Hlth, Sydney, NSW 2006, AustraliaUniv Western Australia, Sch Human Sci, Perth, WA 6009, Australia
Skinner, John
Kruger, Estie
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Univ Western Australia, Sch Human Sci, Perth, WA 6009, AustraliaUniv Western Australia, Sch Human Sci, Perth, WA 6009, Australia
Kruger, Estie
Tennant, Marc
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Univ Western Australia, Sch Human Sci, Perth, WA 6009, AustraliaUniv Western Australia, Sch Human Sci, Perth, WA 6009, Australia