用于血糖水平预测的OhioT1DM数据集:更新2020。

CEUR workshop proceedings Pub Date : 2020-09-01
Cindy Marling, Razvan Bunescu
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引用次数: 0

摘要

本文记录了OhioT1DM数据集,该数据集旨在促进和促进血糖水平预测的研究。它包含了12名1型糖尿病患者连续8周的血糖监测、胰岛素、生理传感器和自我报告的生活事件数据。相关的图形软件工具允许研究人员可视化集成数据。本文详细介绍了数据集的内容和格式,并告诉感兴趣的研究人员如何获取数据集。OhioT1DM数据集于2018年首次发布,用于首届血糖水平预测(BGLP)挑战赛。当时,数据集的规模只有现在的一半,仅包含6名1型糖尿病患者的数据。另外6人的数据将于2020年发布,以参加第二届BGLP挑战。本文包含并取代了记录原始数据集的论文。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The OhioT1DM Dataset for Blood Glucose Level Prediction: Update 2020.

This paper documents the OhioT1DM Dataset, which was developed to promote and facilitate research in blood glucose level prediction. It contains eight weeks' worth of continuous glucose monitoring, insulin, physiological sensor, and self-reported life-event data for each of 12 people with type 1 diabetes. An associated graphical software tool allows researchers to visualize the integrated data. The paper details the contents and format of the dataset and tells interested researchers how to obtain it. The OhioT1DM Dataset was first released in 2018 for the first Blood Glucose Level Prediction (BGLP) Challenge. At that time, the dataset was half its current size, containing data for only six people with type 1 diabetes. Data for an additional six people is being released in 2020 for the second BGLP Challenge. This paper subsumes and supersedes the paper which documented the original dataset.

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