NASA Logo

NTRS

NTRS - NASA Technical Reports Server

Back to Results
MIMIC II: a massive temporal ICU patient database to support research in intelligent patient monitoringDevelopment and evaluation of Intensive Care Unit (ICU) decision-support systems would be greatly facilitated by the availability of a large-scale ICU patient database. Following our previous efforts with the MIMIC (Multi-parameter Intelligent Monitoring for Intensive Care) Database, we have leveraged advances in networking and storage technologies to develop a far more massive temporal database, MIMIC II. MIMIC II is an ongoing effort: data is continuously and prospectively archived from all ICU patients in our hospital. MIMIC II now consists of over 800 ICU patient records including over 120 gigabytes of data and is growing. A customized archiving system was used to store continuously up to four waveforms and 30 different parameters from ICU patient monitors. An integrated user-friendly relational database was developed for browsing of patients' clinical information (lab results, fluid balance, medications, nurses' progress notes). Based upon its unprecedented size and scope, MIMIC II will prove to be an important resource for intelligent patient monitoring research, and will support efforts in medical data mining and knowledge-discovery.
Document ID
20040087422
Document Type
Reprint (Version printed in journal)
Authors
Saeed, M. (Harvard-MIT, Cambridge, MA, United States)
Lieu, C.
Raber, G.
Mark, R. G.
Date Acquired
August 21, 2013
Publication Date
January 1, 2002
Publication Information
Publication: Computers in cardiology
Volume: 29
ISSN: 0276-6574
Subject Category
Cybernetics, Artificial Intelligence and Robotics
Funding Number(s)
CONTRACT_GRANT: NCC9-58
Distribution Limits
Public
Copyright
Other
Keywords
NASA Discipline Cardiopulmonary
NASA Program Biomedical Research and Countermeasures
Non-NASA Center