vitalsign table
The vitalsign table
Patients admitted to the emergency department have routine vital signs taken ever 1-4 hours. These vital signs are stored in the vitalsign table.
Table source: Emergency department information system.
Table purpose: Provides nurse documented vital signs.
Number of rows: 1,564,610
Links to:
- edstays on
stay_id
Important considerations
The numeric entries in this table were originally stored as free-text. As a result, the columns required deidentification. Free-text entries which could not be converted trivially were removed. Normally, the application of deidentification in MIMIC-IV is indicated using three underscores (___
) to make it clear to users that we have modified the data. We decided it was better to omit this modification than to add confusion and difficulty to users by sharing the majority numeric data as text. As a result, missing data in the numeric columns indicates either deidentified data or no data recorded. However, for the most part, missing data indicates that no information was documented. Below is a table demonstrating how often data were removed for deidentification purposes:
Column | Number of NULL values inserted for deidentification | Number of rows missing data in v2.1 |
---|---|---|
temperature |
11048 | 564968 |
heartrate |
3282 | 69710 |
resprate |
1330 | 89393 |
o2sat |
46620 | 135836 |
sbp |
2854 | 81256 |
dbp |
2854 | 81256 |
From the above, we can see that of the 564968 rows missing a temperature
value, 11048 had a free-text value which was deleted during deidentification (~2%).
Table columns
Name | Postgres data type |
---|---|
subject_id |
INTEGER NOT NULL |
stay_id |
INTEGER NOT NULL |
charttime |
TIMESTAMP(0) |
temperature |
NUMERIC(10, 4) |
heartrate |
NUMERIC(10, 4) |
resprate |
NUMERIC(10, 4) |
o2sat |
NUMERIC(10, 4) |
sbp |
INTEGER |
dbp |
INTEGER |
rhythm |
TEXT |
pain |
TEXT |
subject_id
subject_id
is a unique identifier which specifies an individual patient. Any rows associated with a single subject_id
pertain to the same individual.
stay_id
An identifier which uniquely identifies a single emergency department stay for a single patient.
charttime
The time at which the vital signs were charted.
temperature
The patient’s temperature in degrees Farenheit. Some temperatures may be incorrectly documented as Celsius.
heartrate
The patient’s heart rate in beats per minute.
resprate
The patient’s respiratory rate in breaths per minute.
o2sat
The patient’s oxygen saturation measured as a percentage.
sbp
, dbp
The patient’s systolic (sbp) and diastolic (dbp) blood pressure measured in millimetres of mercury (mmHg).
rhythm
The patient’s heart rhythm.
pain
The patient’s self-reported level of pain on a scale from 0-10. The pain is documented as free-text and may contain non-numeric entries.
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