Another step (count) towards leveraging mobile health data for clinical prediction.
Another step (count) towards leveraging mobile health data for clinical prediction.
复制标题
利用移动健康数据进行临床预测的又一步（计数）。
DOI：
10.1016/s2589-7500(21)00212-0
复制
发表时间：
2021
期刊：
影响因子：
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通讯作者：
Low,CarissaA
中科院分区：
文献类型：
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作者：
Murphy,AndrewR;Low,CarissaA
可穿戴设备和家庭血压监测技术的进步为保护人口健康和提高对心血管疾病风险的认识提供了有希望的机会。这些设备还允许远程纵向患者监测，提高参与度和健康素养，并提供个性化的行为干预措施，同时降低整体医疗保健成本。1各种医疗系统和初创企业都在寻求将这些数据与电子病历中的临床信息结合起来，联合收割机，一些保险公司已经在尝试鼓励可穿戴设备的使用。2新的应用包括监测心房颤动、监测心率进行流感筛查以及评估活动水平与死亡率之间的相关性。3-5然而，重要的问题仍然存在，包括患者将如何应对这种数据收集，数据是否可以可靠地获得，以及这些数据的有效性，特别是当面临选择偏倚，错误测量和缺失数据的挑战时。6
Advances in wearable device and home blood pressure monitoring technology offer promising opportunities to characterise population health and to improve understanding of cardiovascular disease risk. These devices also allow for remote longitudinal patient monitoring, increased engagement and health literacy, and delivery of personalised behavioural interventions all while reducing overall health-care costs. 1 Various health systems and start-ups seek to combine these data with clinical information from the electronic medical record, and several insurance companies are already trying to incentivise the uptake of wearable devices. 2 Novel applications include monitoring of atrial fibrillation, heart rate monitoring for influenza screening, and assessing correlation between activity level and mortality. 3–5 However, important questions remain, including how patients will respond to this data collection, whether data can be reliably obtained, and the validity of these data, particularly when faced with the challenges of selection bias, mismeasurement, and missing data. 6
利用互联网技术的电子病历的开发及其未来
DOI：
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发表时间：
2006
期刊：
Obstetrical and Gynecological Practice (in Japanese) 54(13)
影响因子：
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作者：
Kazuhiro Hara;Hideto Yokoi;Masashi Akiyama;Hiroki Okada
通讯作者：
Hiroki Okada
DOI：
10.1056/nejmoa1901183
发表时间：
2019-11-14
期刊：
The New England journal of medicine
影响因子：
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作者：
Perez MV;Mahaffey KW;Hedlin H;Rumsfeld JS;Garcia A;Ferris T;Balasubramanian V;Russo AM;Rajmane A;Cheung L;Hung G;Lee J;Kowey P;Talati N;Nag D;Gummidipundi SE;Beatty A;Hills MT;Desai S;Granger CB;Desai M;Turakhia MP;Apple Heart Study Investigators
通讯作者：
Apple Heart Study Investigators