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[IEEE 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC) - Chicago, IL, USA (2019.6.16-2019.6.21)] 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC) - Investigation of materials for hot carrier solar cell absorbers

DOI:10.1109/pvsc40753.2019.8980765 出版年份:2019 更新时间:2025-09-16 10:30:52
摘要: The collection of long-term health data is accelerating with the advent of portable/wearable medical devices including electrocardiograms (ECGs). This large corpus of data presents great opportunities to improve the quality of cardiac care. However, analyzing the data from these sensors is a challenge; the relevant information from ~120 000 heart beats per patient per day must be condensed into a human-readable form. Our goal is to facilitate the analysis of these unwieldy data sets. We have developed an open source tool for creating easy-to-interpret plots of cardiac information over long periods. We call these plots ECG clocks. The utility of our ECG clock library is demonstrated through multiple examples drawn from a database of 24-h Holter recordings. In these case studies, we focus on the visualization of heart rate and QT dynamics. The ECG clock concept is shown to be relevant for both physicians and researchers, for identifying healthy and abnormal values and patterns in ECG recordings. In this paper, we describe how to use the ECG clock library to analyze 24-h ECG recordings, and how to extend the source code for your own purposes. The tool is applicable to a wide range of cardiac monitoring tasks, such as heart rate variability or ST elevation. This library, which we have made freely available, can help provide new insights into circadian patterns of cardiac function in individuals and groups.
作者: Alex Page,Tolga Soyata,Jean-Philippe Couderc,Mehmet Aktas
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To facilitate the analysis of long-term cardiac monitoring data by developing an open-source tool for creating easy-to-interpret plots of cardiac information over long periods, known as ECG clocks.

The ECG clock library provides a valuable tool for visualizing long-term cardiac monitoring data, offering insights into circadian patterns of cardiac function. It has potential applications in both clinical and research settings for identifying healthy and abnormal values and patterns in ECG recordings. Future work includes extending the library's functionality and developing a web interface for non-programmers.

The study acknowledges the challenge of analyzing large datasets from portable/wearable medical devices and the need for tools to condense this information into a human-readable form. The ECG clock library is a step towards addressing this challenge, but further development and validation in clinical settings are needed.

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