MIMIC-III, a freely accessible critical care database.
Alistair E W JohnsonTom J PollardLu ShenLi-Wei H LehmanMengling FengMohammad GhassemiBenjamin MoodyPeter SzolovitsLeo Anthony CeliRoger G MarkPublished in: Scientific data (2016)
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.
Keyphrases
- quality improvement
- adverse drug
- electronic health record
- healthcare
- tertiary care
- patient safety
- high resolution
- big data
- health information
- emergency department
- acute care
- wastewater treatment
- heavy metals
- minimally invasive
- palliative care
- drug induced
- chronic pain
- artificial intelligence
- free survival
- risk assessment