Data quality in neurointensive care datasets

Moss, L. , Corsar, D., Hawthorne, C., Piper, I., Shaw, M. and Kinsella, J. (2014) Data quality in neurointensive care datasets. 44th Critical Care Congress, Society of Critical Care Medicine, Phoenix, AZ, USA, 17-21 Jan 2015. (doi: 10.1097/01.ccm.0000458064.02118.7b)

Abstract

Modern treatment of critically ill patients generates large volumes of electronic physiological data. Trusting this data is important: along with being used for medical decision making, the data is often stored for offline analysis. However, data recording errors are common. These can be caused by medical and nursing interventions. We describe the study of missing data collected from automated patient monitoring equipment in the neurointensive care unit (NICU).

• Item Type: Conference or Workshop Item
• Status: Published
• Refereed: No
• Glasgow Author(s) Enlighten ID: Kinsella, Professor John and Piper, Dr Ian and Hawthorne, Dr Christopher and Moss, Dr Laura and Shaw, Dr Martin
• Authors: Moss, L., Corsar, D., Hawthorne, C., Piper, I., Shaw, M., and Kinsella, J.
• Subjects: R Medicine > R Medicine (General)
• College/School: College of Medical Veterinary and Life Sciences > School of Medicine, Dentistry & Nursing