MIMIC-III, a freely accessible critical care database
Alistair E. W. Johnson(Massachusetts Institute of Technology), Tom Pollard(Massachusetts Institute of Technology), Lu Shen(Beth Israel Deaconess Medical Center), Li-wei H. Lehman(Massachusetts Institute of Technology), Mengling Feng(Institute for Infocomm Research), Mohammad M. Ghassemi(Massachusetts Institute of Technology), Benjamin Moody(Massachusetts Institute of Technology), Peter Szolovits(Massachusetts Institute of Technology), Leo Anthony Celi(Beth Israel Deaconess Medical Center), Roger G. Mark(Beth Israel Deaconess Medical Center)
Cited by 8,066Open Access
Abstract
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.
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