Show simple item record

dc.contributor.authorScott, Daniel
dc.contributor.authorSilva, Ikaro
dc.contributor.authorPark, Shinhyuk
dc.contributor.authorMoody, George B.
dc.contributor.authorCeli, Leo Anthony G.
dc.contributor.authorLee, Joonwu
dc.contributor.authorMark, Roger G
dc.date.accessioned2013-03-07T19:04:09Z
dc.date.available2013-03-07T19:04:09Z
dc.date.issued2013-01
dc.date.submitted2012-08
dc.identifier.issn1472-6947
dc.identifier.urihttp://hdl.handle.net/1721.1/77598
dc.description.abstractBackground: The Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC-II) database is a free, public resource for intensive care research. The database was officially released in 2006, and has attracted a growing number of researchers in academia and industry. We present the two major software tools that facilitate accessing the relational database: the web-based QueryBuilder and a downloadable virtual machine (VM) image. Results: QueryBuilder and the MIMIC-II VM have been developed successfully and are freely available to MIMIC-II users. Simple example SQL queries and the resulting data are presented. Clinical studies pertaining to acute kidney injury and prediction of fluid requirements in the intensive care unit are shown as typical examples of research performed with MIMIC-II. In addition, MIMIC-II has also provided data for annual PhysioNet/Computing in Cardiology Challenges, including the 2012 Challenge “Predicting mortality of ICU Patients”. Conclusions: QueryBuilder is a web-based tool that provides easy access to MIMIC-II. For more computationally intensive queries, one can locally install a complete copy of MIMIC-II in a VM. Both publicly available tools provide the MIMIC-II research community with convenient querying interfaces and complement the value of the MIMIC-II relational database.en_US
dc.description.sponsorshipNational Institutes of Health. National Institute for Biomedical Imaging and Bioengineering (Grant R01-EB001659)en_US
dc.description.sponsorshipNational Institutes of Health. National Institute for Biomedical Imaging and Bioengineering (Grant U01-EB008577)en_US
dc.description.sponsorshipNational Institutes of Health (U.S.)en_US
dc.publisherBioMed Central Ltden_US
dc.relation.isversionofhttp://dx.doi.org/10.1186/1472-6947-13-9en_US
dc.rightsCreative Commons Attributionen_US
dc.rights.urihttp://creativecommons.org/licenses/by/2.0en_US
dc.sourceBioMed Central Ltden_US
dc.titleAccessing the public MIMIC-II intensive care relational database for clinical researchen_US
dc.typeArticleen_US
dc.identifier.citationScott, Daniel J et al. “Accessing the Public MIMIC-II Intensive Care Relational Database for Clinical Research.” BMC Medical Informatics and Decision Making 13.1 (2013): 9.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Institute for Medical Engineering & Scienceen_US
dc.contributor.departmentHarvard University--MIT Division of Health Sciences and Technologyen_US
dc.contributor.departmentMassachusetts Institute of Technology. School of Engineeringen_US
dc.contributor.mitauthorScott, Daniel
dc.contributor.mitauthorLee, Joon
dc.contributor.mitauthorSilva, Ikaro
dc.contributor.mitauthorPark, Shinhyuk
dc.contributor.mitauthorMoody, George B.
dc.contributor.mitauthorCeli, Leo Anthony G.
dc.contributor.mitauthorMark, Roger Greenwood
dc.relation.journalBMC Medical Informatics and Decision Makingen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2013-03-07T16:09:14Z
dc.language.rfc3066en
dc.rights.holderDaniel J Scott et al.; licensee BioMed Central Ltd.
dspace.orderedauthorsScott, Daniel J; Lee, Joon; Silva, Ikaro; Park, Shinhyuk; Moody, George B; Celi, Leo A; Mark, Roger Gen
dc.identifier.orcidhttps://orcid.org/0000-0001-8593-9321
dc.identifier.orcidhttps://orcid.org/0000-0002-6318-2978
dc.identifier.orcidhttps://orcid.org/0000-0001-8464-5866
mit.licensePUBLISHER_CCen_US
mit.metadata.statusComplete


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record