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一种新型可穿戴设备,用于连续温度监测和发烧检测。

A Novel Wearable Device for Continuous Temperature Monitoring & Fever Detection.

机构信息

Verily Life Sciences South San Francisco CA 94080 USA.

Division of HematologyMayo Clinic Rochester MN 55905 USA.

出版信息

IEEE J Transl Eng Health Med. 2021 Jul 19;9:2700407. doi: 10.1109/JTEHM.2021.3098127. eCollection 2021.

Abstract

Continuous temperature monitoring in high-risk patients can enable healthcare providers to remotely track patients' temperatures, promptly detect fevers and timely intervene to improve clinical outcomes. We evaluated if a novel wearable, continuous temperature monitor (Verily Patch) can reliably estimate body temperature and early detect fevers in an outpatient setting in patients at a high risk of febrile neutropenia (FN) who recently underwent chemotherapy and autologous stem cell transplantation (ASCT). 86 patients at a high risk for FN were prospectively enrolled at Mayo Clinic, MN. Patients wore the device in their axilla region for 7 days post ASCT and recorded self-measured oral temperatures every 3 hours. Patients were also followed using clinical standard-of-care procedures with daily oral temperature assessment. The clinic- and patient-assessed oral temperatures were used to develop and evaluate Verily Patch's body temperature and early fever detection algorithms using a K-fold cross-validation approach. The Verily Patch reliably measured body temperatures with an error of 0.35 ± 0.88°F in comparison to clinic- and patient-assessed oral temperatures. The sensitivity and specificity of the patch in detecting clinic-assessed fever episodes was 90.2% and 87.8%. The patch detected 14.3 times the number of clinic-assessed fever episodes with a median lead time of 4.3 hours. Patient self-monitoring of temperature and fever incidents suffers from low accuracy and is impractical for extended periods of time. Continuous temperature monitoring by a wearable device (such as Verily Patch) has the potential to overcome these challenges resulting in better patient clinical outcomes and more cost-effective care.

摘要

在高危患者中进行连续温度监测可以使医疗保健提供者能够远程跟踪患者的体温,及时发现发热,并及时进行干预,以改善临床结果。我们评估了一种新型可穿戴式连续温度监测仪(Verily Patch)是否可以在门诊环境中可靠地估计体温并早期发现接受化疗和自体干细胞移植(ASCT)后近期发生发热性中性粒细胞减少症(FN)风险较高的患者的发热。明尼苏达州梅奥诊所前瞻性招募了 86 名 FN 高危患者。患者在 ASCT 后 7 天内将设备佩戴在腋窝区域,并每 3 小时记录一次自我测量的口腔温度。患者还通过临床标准护理程序进行随访,每天评估口腔温度。使用 K 折交叉验证方法,根据诊所和患者评估的口腔温度来开发和评估 Verily Patch 的体温和早期发热检测算法。Verily Patch 可靠地测量体温,与诊所和患者评估的口腔温度相比,误差为 0.35±0.88°F。该贴片检测到诊所评估的发热发作的敏感性和特异性分别为 90.2%和 87.8%。该贴片检测到的诊所评估的发热发作次数是患者自我监测的 14.3 倍,中位数提前时间为 4.3 小时。患者自我监测体温和发热事件的准确性较低,并且不适合长时间使用。可穿戴设备(如 Verily Patch)的连续温度监测具有克服这些挑战的潜力,从而改善患者的临床结果并提供更具成本效益的护理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8bef/8577572/98a1929178c9/verma1abcd-3098127.jpg

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