Stephen Wong, Nivrutti Bhide, Erin Balay-Dustrude, Erin Sullivan, Joshua Scheck, Ian Muse, Kevin Cain, Debosmita Biswas, Savannah C Partridge, Yongdong Zhao
{"title":"应用红外热成像在家监测儿童关节炎的可行性。","authors":"Stephen Wong, Nivrutti Bhide, Erin Balay-Dustrude, Erin Sullivan, Joshua Scheck, Ian Muse, Kevin Cain, Debosmita Biswas, Savannah C Partridge, Yongdong Zhao","doi":"10.1186/s12969-025-01096-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Telemedicine has improved access to pediatric rheumatology care. A disadvantage to using virtual modality for evaluation of children with arthritis is the lack of an in-person, hands-on physical exam. Thermal imaging has been studied in the clinical setting with promising results. This study aims to determine the feasibility of procuring at-home thermal imaging, measuring the variability of in-home skin temperature measurements over three consecutive days, and to compare these measurements at home to ones obtained in the clinic setting.</p><p><strong>Methods: </strong>Children with knee pain and/or swelling for a week or longer were enrolled and imaged with a smartphone-attached FLIR ONE PRO and Fluke handheld cameras followed by imaging with a FLIR camera at home for 3 consecutive days. Joint exam performed in the office was used as gold standard for joint assessment. A previously validated metric of temperature after within-limb calibration (TAWiC), defined as the temperature differences between the knee joint and ipsilateral mid-tibia, was used for all imaging studies.</p><p><strong>Results: </strong>Fifty-three patients were enrolled and thirty-eight completed the imaging acquisition at home with analyzable images. When evaluating images of the knee and mid-tibia regions, images collected at home compared to in-office demonstrated consistently lower absolute temperatures. However, the calibrated temperatures (TAWiC) of the anterior and lateral views of the knee showed mild to moderate correlation across 3 days between home-acquired images and office-acquired images (r = 0.58, 0.26, 0.24 and r = 0.36, 0.41, 0.42, respectively). The sensitivity and specificity of detecting arthritis of the knee using TAWiC adjustments from previously defined thresholds were similar regardless of the setting of image acquisition (0.44 and 0.79).</p><p><strong>Conclusions: </strong>This study demonstrates the feasibility of applying TAWiC for arthritis detection through a smartphone-based infrared thermal camera operated by families at home. Further investigation on a larger scale is needed prior to implementation of this process in the telemedicine setting.</p>","PeriodicalId":54630,"journal":{"name":"Pediatric Rheumatology","volume":"23 1","pages":"84"},"PeriodicalIF":2.3000,"publicationDate":"2025-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12312333/pdf/","citationCount":"0","resultStr":"{\"title\":\"Feasibility of applying infrared thermal imaging for home monitoring of arthritis in children.\",\"authors\":\"Stephen Wong, Nivrutti Bhide, Erin Balay-Dustrude, Erin Sullivan, Joshua Scheck, Ian Muse, Kevin Cain, Debosmita Biswas, Savannah C Partridge, Yongdong Zhao\",\"doi\":\"10.1186/s12969-025-01096-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Telemedicine has improved access to pediatric rheumatology care. A disadvantage to using virtual modality for evaluation of children with arthritis is the lack of an in-person, hands-on physical exam. Thermal imaging has been studied in the clinical setting with promising results. This study aims to determine the feasibility of procuring at-home thermal imaging, measuring the variability of in-home skin temperature measurements over three consecutive days, and to compare these measurements at home to ones obtained in the clinic setting.</p><p><strong>Methods: </strong>Children with knee pain and/or swelling for a week or longer were enrolled and imaged with a smartphone-attached FLIR ONE PRO and Fluke handheld cameras followed by imaging with a FLIR camera at home for 3 consecutive days. Joint exam performed in the office was used as gold standard for joint assessment. A previously validated metric of temperature after within-limb calibration (TAWiC), defined as the temperature differences between the knee joint and ipsilateral mid-tibia, was used for all imaging studies.</p><p><strong>Results: </strong>Fifty-three patients were enrolled and thirty-eight completed the imaging acquisition at home with analyzable images. When evaluating images of the knee and mid-tibia regions, images collected at home compared to in-office demonstrated consistently lower absolute temperatures. However, the calibrated temperatures (TAWiC) of the anterior and lateral views of the knee showed mild to moderate correlation across 3 days between home-acquired images and office-acquired images (r = 0.58, 0.26, 0.24 and r = 0.36, 0.41, 0.42, respectively). The sensitivity and specificity of detecting arthritis of the knee using TAWiC adjustments from previously defined thresholds were similar regardless of the setting of image acquisition (0.44 and 0.79).</p><p><strong>Conclusions: </strong>This study demonstrates the feasibility of applying TAWiC for arthritis detection through a smartphone-based infrared thermal camera operated by families at home. Further investigation on a larger scale is needed prior to implementation of this process in the telemedicine setting.</p>\",\"PeriodicalId\":54630,\"journal\":{\"name\":\"Pediatric Rheumatology\",\"volume\":\"23 1\",\"pages\":\"84\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2025-07-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12312333/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Pediatric Rheumatology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s12969-025-01096-1\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PEDIATRICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Pediatric Rheumatology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12969-025-01096-1","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PEDIATRICS","Score":null,"Total":0}
引用次数: 0
摘要
背景:远程医疗改善了儿童风湿病护理的可及性。使用虚拟方式评估儿童关节炎的一个缺点是缺乏亲自动手的身体检查。热成像已经在临床环境中进行了研究,并取得了令人鼓舞的结果。本研究旨在确定获得家庭热成像的可行性,测量连续三天家庭皮肤温度测量的变异性,并将这些在家测量的结果与在诊所环境中获得的结果进行比较。方法:招募膝盖疼痛和/或肿胀持续一周或更长时间的儿童,使用智能手机附带的FLIR ONE PRO和Fluke手持相机进行成像,随后连续3天在家中使用FLIR相机进行成像。在办公室进行的联合检查被用作联合评估的金标准。所有影像学研究都使用了先前验证的肢体校准后温度度量(TAWiC),定义为膝关节和同侧胫骨中部之间的温度差。结果:53例患者入组,其中38例在家中完成了可分析图像的成像采集。当评估膝盖和胫骨中部区域的图像时,与办公室相比,在家里收集的图像显示出始终较低的绝对温度。然而,在3天内,膝关节前位和侧位的校准温度(TAWiC)在家庭获得的图像和办公室获得的图像之间显示出轻度到中度的相关性(r分别为0.58,0.26,0.24和r = 0.36, 0.41, 0.42)。无论图像采集的设置如何,使用TAWiC从先前定义的阈值调整检测膝关节关节炎的敏感性和特异性是相似的(0.44和0.79)。结论:本研究证明了TAWiC在家庭中通过智能手机红外热像仪检测关节炎的可行性。在远程医疗环境中实施这一过程之前,需要进行更大规模的进一步调查。
Feasibility of applying infrared thermal imaging for home monitoring of arthritis in children.
Background: Telemedicine has improved access to pediatric rheumatology care. A disadvantage to using virtual modality for evaluation of children with arthritis is the lack of an in-person, hands-on physical exam. Thermal imaging has been studied in the clinical setting with promising results. This study aims to determine the feasibility of procuring at-home thermal imaging, measuring the variability of in-home skin temperature measurements over three consecutive days, and to compare these measurements at home to ones obtained in the clinic setting.
Methods: Children with knee pain and/or swelling for a week or longer were enrolled and imaged with a smartphone-attached FLIR ONE PRO and Fluke handheld cameras followed by imaging with a FLIR camera at home for 3 consecutive days. Joint exam performed in the office was used as gold standard for joint assessment. A previously validated metric of temperature after within-limb calibration (TAWiC), defined as the temperature differences between the knee joint and ipsilateral mid-tibia, was used for all imaging studies.
Results: Fifty-three patients were enrolled and thirty-eight completed the imaging acquisition at home with analyzable images. When evaluating images of the knee and mid-tibia regions, images collected at home compared to in-office demonstrated consistently lower absolute temperatures. However, the calibrated temperatures (TAWiC) of the anterior and lateral views of the knee showed mild to moderate correlation across 3 days between home-acquired images and office-acquired images (r = 0.58, 0.26, 0.24 and r = 0.36, 0.41, 0.42, respectively). The sensitivity and specificity of detecting arthritis of the knee using TAWiC adjustments from previously defined thresholds were similar regardless of the setting of image acquisition (0.44 and 0.79).
Conclusions: This study demonstrates the feasibility of applying TAWiC for arthritis detection through a smartphone-based infrared thermal camera operated by families at home. Further investigation on a larger scale is needed prior to implementation of this process in the telemedicine setting.
期刊介绍:
Pediatric Rheumatology is an open access, peer-reviewed, online journal encompassing all aspects of clinical and basic research related to pediatric rheumatology and allied subjects.
The journal’s scope of diseases and syndromes include musculoskeletal pain syndromes, rheumatic fever and post-streptococcal syndromes, juvenile idiopathic arthritis, systemic lupus erythematosus, juvenile dermatomyositis, local and systemic scleroderma, Kawasaki disease, Henoch-Schonlein purpura and other vasculitides, sarcoidosis, inherited musculoskeletal syndromes, autoinflammatory syndromes, and others.