MIMIC-III, a freely accessible critical care database
نویسندگان
چکیده
MIMIC-III ('Medical Information Mart for Intensive Care') is a large, single-center database comprising information relating to patients admitted to critical care units at a large tertiary care hospital. Data includes vital signs, medications, laboratory measurements, observations and notes charted by care providers, fluid balance, procedure codes, diagnostic codes, imaging reports, hospital length of stay, survival data, and more. The database supports applications including academic and industrial research, quality improvement initiatives, and higher education coursework.
منابع مشابه
The MIMIC Code Repository: enabling reproducibility in critical care research
Objective Lack of reproducibility in medical studies is a barrier to the generation of a robust knowledge base to support clinical decision-making. In this paper we outline the Medical Information Mart for Intensive Care (MIMIC) Code Repository, a centralized code base for generating reproducible studies on an openly available critical care dataset. Materials and Methods Code is provided to l...
متن کاملMultiparameter Intelligent Monitoring in Intensive Care II (MIMIC-II): A public-access intensive care unit database
W e report the establishment of the Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC-II) research database that is notable for four factors: it is publicly and freely available to other research organizations upon request; it encompasses a diverse population of intensive care unit (ICU) patients; it contains high temporal resolution data, including laboratory results, electroni...
متن کاملAccessing the public MIMIC-II intensive care relational database for clinical research
BACKGROUND 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 d...
متن کاملMultiparameter Intelligent Monitoring in Intensive Care II: a public-access intensive care unit database.
OBJECTIVE We sought to develop an intensive care unit research database applying automated techniques to aggregate high-resolution diagnostic and therapeutic data from a large, diverse population of adult intensive care unit patients. This freely available database is intended to support epidemiologic research in critical care medicine and serve as a resource to evaluate new clinical decision s...
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