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Mobile, Cloud, and Big Data Computing: Contributions, Challenges, and New Directions in Telecardiology

机译:移动,云和大数据计算:心电图学的贡献,挑战和新方向

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摘要

Many studies have indicated that computing technology can enable off-site cardiologists to read patients’ electrocardiograph (ECG), echocardiography (ECHO), and relevant images via smart phones during pre-hospital, in-hospital, and post-hospital teleconsultation, which not only identifies emergency cases in need of immediate treatment, but also prevents the unnecessary re-hospitalizations. Meanwhile, several studies have combined cloud computing and mobile computing to facilitate better storage, delivery, retrieval, and management of medical files for telecardiology. In the future, the aggregated ECG and images from hospitals worldwide will become big data, which should be used to develop an e-consultation program helping on-site practitioners deliver appropriate treatment. With information technology, real-time tele-consultation and tele-diagnosis of ECG and images can be practiced via an e-platform for clinical, research, and educational purposes. While being devoted to promote the application of information technology onto telecardiology, we need to resolve several issues: (1) data confidentiality in the cloud, (2) data interoperability among hospitals, and (3) network latency and accessibility. If these challenges are overcome, tele-consultation will be ubiquitous, easy to perform, inexpensive, and beneficial. Most importantly, these services will increase global collaboration and advance clinical practice, education, and scientific research in cardiology.
机译:许多研究表明,计算机技术可以使现场外的心脏病医生在院前,院内和院后远程会诊期间通过智能手机读取患者的心电图(ECG),超声心动图(ECHO)和相关图像,而这并不能不仅可以识别需要立即治疗的紧急情况,还可以防止不必要的再次住院。同时,多项研究将云计算和移动计算相结合,以促进更好地存储,传送,检索和管理用于心电图学的医疗文件。将来,来自世界各地医院的综合心电图和图像将成为大数据,应将其用于开发电子咨询程序,以帮助现场从业人员提供适当的治疗。借助信息技术,可以通过电子平台对ECG和图像进行实时远程咨询和远程诊断,以用于临床,研究和教育目的。在致力于促进信息技术在心电学上的应用时,我们需要解决几个问题:(1)云中的数据保密性;(2)医院之间的数据互操作性;以及(3)网络延迟和可访问性。如果克服了这些挑战,远程咨询将无处不在,易于执行,廉价且有益。最重要的是,这些服务将加强全球合作,并促进心脏病学的临床实践,教育和科学研究。

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