| Definition | Patient optimal treatment protocol in acute hypotension |
| No of environments | 3704 |
| No of transitions | ~113k |
The dataset was derived from MIMICIII database. MIMIC-III is a large, freely-available database comprising deidentified health-related data associated with over forty thousand patients who stayed in critical care units of the Beth Israel Deaconess Medical Center between 2001 and 2012. The database includes information such as demographics, vital sign measurements made at the bedside (~1 data point per hour), laboratory test results, procedures, medications, caregiver notes, imaging reports, and mortality (including post-hospital discharge).
MIMIC supports a diverse range of analytic studies spanning epidemiology, clinical decision-rule improvement, and electronic tool development. It is notable for three factors: it is freely available to researchers worldwide; it encompasses a diverse and very large population of ICU patients; and it contains highly granular data, including vital signs, laboratory results, and medications.
The dataset comprise vital signs, laboratory test results, administered fluid boluses and vasopressors with acute hypotension in the Intensive Care Unit (ICU).
The environment corresponsds to a patient. The acute hypotension dataset is sampled at 1 hour.
| Example observations | Systolic and diastolic pressure Urine FiO2 Lactic acid Serum creatinine |
| Example actions | Fluid boluses Vasopressors |
| Example reward | Mean arterial pressure (MAP) |