Topic 412: Wearable Health Informatics Platform for Extensible Research (WHISPER) Phase I

主题 412：可扩展研究的可穿戴健康信息学平台（WHISPER）第一阶段

基本信息

批准号：
10265727
负责人：
Aaron Winder
金额：
$ 40万
依托单位：
CHARLES RIVER ANALYTICS, INC.
依托单位国家：
美国
项目类别：
财政年份：
2020
资助国家：
美国
起止时间：
2020-09-16 至 2021-06-15
项目状态：
已结题

来源：
https://reporter.nih.gov/project-details/10265727
关键词：
Address Android Architecture Behavioral Calibration Cellular Phone Clinic Clinical Clinical Trials Code Complex Data Data Aggregation Data Security Data Set Databases Detection Development Devices Elements Ensure Exercise Feedback Goals Health Health Insurance Portability and Accountability Act Individual Informatics Ingestion Malignant Neoplasms Manufacturer Name Measurement Measures Methods Modality Outcome Participant Patient Outcomes Assessments Patients Performance Phase Physiological Physiology Plug-in Population Population Study Privacy Process Public Health Informatics Reporting Research Research Personnel Retrieval Rivers Sampling Secure Selection Bias Series Sleep Symptoms System Time Visualization anticancer research base computerized data processing cyber security data acquisition data exchange data harmonization data ingestion data integration data quality data streams database design design fitness glucose monitor improved informatics tool population based quality assurance query tools statistics tool trend wearable device wearable sensor technology

项目摘要

There is an increasing trend toward out-of-clinic research and patient assessment using passive, continuously measured data streams to measure cancer and symptom progression directly and indirectly. This trend has begun incorporating a growing number of wearables beyond fitness trackers, which can provide easy to use measures that are clinically useful. However progress in data acquisition must be accompanied by scalable informatics tools that allow for data aggregation and integration across devices and manufacturers, Population-based statistics will rely on multiple devices to measure context and physiology (e.g., exercise, glucose monitoring, sleep tracking), but integrating them is non-trivial. We propose a wearable informatics tool that satisfies the following technical goals: 1) Ingestion and integration of data acquired from multiple devices and across individuals; 2) Secure, privacy, and HIPAA compliant data transmission, storage, and retrieval; (3) informatics tools for querying, analyzing, and visualizing patient data. Our wearable informatics platform aims to facilitate large scale population studies using wearable technology to promote cancer research and improve health outcomes in cancer populations.

使用临床外研究和患者评估的趋势越来越多被动，连续测量的数据流以测量癌症和症状进展直接和间接。这种趋势已经开始纳入越来越多的健身追踪器以外的可穿戴设备，可以提供易于使用的措施临床上有用。但是，数据获取的进展必须伴随可扩展信息学工具允许跨设备进行数据聚合和集成以及制造商，基于人群的统计数据将依靠多个设备来衡量上下文和生理学（例如运动，葡萄糖监测，睡眠跟踪），但整合它们是不平凡的。我们提出了一个可穿戴的信息学工具，可满足以下技术目标：1）从多个获取数据获取和集成数据设备和跨个人； 2）安全，隐私和符合HIPAA的数据传输，存储和检索；（3）用于查询，分析和的信息工具可视化患者数据。我们可穿戴的信息平台旨在促进大规模人口研究使用可穿戴技术来促进癌症研究并改善癌症人群的健康结果。