HiRID, a top time-resolution icu dataset. Anonymization procedure

Posted Variation: 1.0

Abstract

HiRID is just an easily available care that is critical containing data associated with very nearly 34 thousand patient admissions towards the Department of Intensive Care Medicine regarding the Bern University Hospital, Switzerland (ICU), an interdisciplinary 60-bed device admitting >6,500 clients each year. The ICU provides the complete variety of modern interdisciplinary intensive care medication for adult clients. The dataset was created in cooperation involving the Swiss Federal Institute of tech (ETH) ZГјrich, Switzerland as well as the ICU.

The dataset contains de-identified information that is demographic a total of 681 regularly collected physiological factors, diagnostic test outcomes and therapy parameters from very nearly 34 thousand admissions through the duration. Information is saved by having a time that is uniquely high of 1 entry every 120 seconds.

Background

Critical disease is described as the existence or danger of developing deadly organ dysfunction. Critically sick clients are usually maintained in intensive care units (ICUs), which concentrate on supplying monitoring that is continuous advanced therapeutic and diagnostic technologies. Continue reading