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Cyrcadia乳房监测仪简介:一种可穿戴式乳房健康监测设备。

An introduction to the Cyrcadia Breast Monitor: A wearable breast health monitoring device.

作者信息

S Vinitha Sree, Royea Rob, Buckman Kevin J, Benardis Matt, Holmes Jim, Fletcher Ronald L, Eyk Ng, Rajendra Acharya U, Ellenhorn Joshua D I

机构信息

Cyrcadia Health, 1325 Airmotive Way, Ste. 175-L, Reno, NV 89502, United States; Cyrcadia Asia, Ltd., Hong Kong.

Cyrcadia Asia, Ltd., Hong Kong.

出版信息

Comput Methods Programs Biomed. 2020 Dec;197:105758. doi: 10.1016/j.cmpb.2020.105758. Epub 2020 Sep 15.

Abstract

BACKGROUND

The most common breast cancer detection modalities are generally limited by radiation exposure, discomfort, high costs, inter-observer variabilities in image interpretation, and low sensitivity in detecting cancer in dense breast tissue. Therefore, there is a clear need for an affordable and effective adjunct modality that can address these limitations. The Cyrcadia Breast Monitor (CBM) is a non-invasive, non-compressive, and non-radiogenic wearable device developed as an adjunct to current modalities to assist in the detection of breast tissue abnormalities in any type of breast tissue.

METHODS

The CBM records thermodynamic metabolic data from the breast skin surface over a period of time using two wearable biometric patches consisting of eight sensors each and a data recording device. The acquired multi-dimensional temperature time series data are analyzed to determine the presence of breast tissue abnormalities. The objective of this paper is to present the scientific background of CBM and also to describe the history around the design and development of the technology.

RESULTS

The results of using the CBM device in the initial clinical studies are also presented. Twenty four-hour long breast skin temperature circadian rhythm data was collected from 93 benign and 108 malignant female study subjects in the initial clinical studies. The predictive model developed using these datasets could differentiate benign and malignant lesions with 78% accuracy, 83.6% sensitivity and 71.5% specificity. A pilot study of 173 female study subjects is underway, in order to validate this predictive model in an independent test population.

CONCLUSIONS

The results from the initial studies indicate that the CBM may be valuable for breast health monitoring under physician supervision for confirmation of any abnormal changes, potentially prior to other methods, such as, biopsies. Studies are being conducted and planned to validate the technology and also to evaluate its ability as an adjunct breast health monitoring device for identifying abnormalities in difficult-to-diagnose dense breast tissue.

摘要

背景

最常见的乳腺癌检测方式通常受到辐射暴露、不适、成本高昂、图像解读中观察者间的差异以及致密乳腺组织中癌症检测灵敏度低等因素的限制。因此,迫切需要一种经济有效的辅助检测方式来解决这些局限性。Cyrcadia乳腺监测仪(CBM)是一种非侵入性、非压迫性且无辐射的可穿戴设备,作为现有检测方式的辅助手段,用于协助检测任何类型乳腺组织中的乳腺组织异常。

方法

CBM使用两个各由八个传感器组成的可穿戴生物识别贴片和一个数据记录设备,在一段时间内记录乳房皮肤表面的热力学代谢数据。对采集到的多维温度时间序列数据进行分析,以确定是否存在乳腺组织异常。本文的目的是介绍CBM的科学背景,并描述该技术的设计和开发历程。

结果

还展示了在初步临床研究中使用CBM设备的结果。在初步临床研究中,从93名良性和108名恶性女性研究对象中收集了长达24小时的乳房皮肤温度昼夜节律数据。使用这些数据集开发的预测模型能够以78%的准确率、83.6%的灵敏度和71.5%的特异性区分良性和恶性病变。一项针对173名女性研究对象的试点研究正在进行中,以便在独立测试人群中验证该预测模型。

结论

初步研究结果表明,在医生监督下,CBM对于乳腺健康监测可能具有重要价值,可用于确认任何异常变化,可能先于活检等其他方法。目前正在开展并计划进行研究,以验证该技术,并评估其作为辅助乳腺健康监测设备在识别难以诊断的致密乳腺组织异常方面的能力。

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