The MIMIC II Database
The MIMIC II Database is being created by an ongoing NIH-sponsored
Biomedical Research Partnership (NIBIB BRP 5RO1EB001659) between
investigators at MIT, Philips Medical Systems, and Boston's Beth
Israel Deaconess Medical Center. The MIMIC II project is aimed at integrating data,
models, and reasoning in critical care. The database produced by the
project includes several thousand records, each of which contains
signals (e.g., ECG, blood pressure, and respiration), periodic
measurements ("numerics", such as heart rate), and detailed clinical
information (e.g., nursing notes, laboratory test results,
medications, and discharge summaries). Each record typically covers a
patient's entire stay in an intensive care unit.
The currently available data include the digitized signals from 2769
patients in the MIMIC II Database. These records vary in length;
some are several weeks in duration. It is common for the signals to
be interrupted or changed occasionally during recordings of such long
duration. These records have been constructed so that all signals
available at any time during the record are listed in a "layout header"
file (see the discussion of variable-layout records in the
WFDB Programmer's Guide). When using
a viewer such as the Chart-O-Matic, all
of these signals will be listed although in most cases only a subset
of them will be visible at any given time.
Within this directory, all files associated with each record are
gathered in a subdirectory named after the record. For example, the
files associated with record a40001 are all located within the
directory named a4001 (at the top of the listing
below). The files associated with the high-resolution (125
samples/second) signals are the master header
(a40001.hea) in which all of the
segments and their lengths are listed, the (binary) event annotation
file (a40001.al), the layout header
(a40001_layout.hea) in which
all of the available signals are listed, and the segment header (.hea)
and signal (.dat) files with names beginning with "a40001_". In
addition, the low-resolution trend data header
(a40001n.hea) and its associated binary trend
data file (a40001n.dat) are included, as are a low-resolution signal quality
index header (a40001T.hea) and its binary
data file (a40001T).
The .al annotation files contain transcripts of the alerts (alarms) emitted
by the ICU monitors during the time of the recordings. The timestamp associated
with each annotation indicates when the monitor first issued an alert (not the
time of onset of the condition, since the monitor generally needs a few seconds
to recognize the condition). The aux field of each annotation is the
text of the alert emitted by the monitor, and the subtyp field
indicates the severity of the detected event, where "red" (most critical)
events are those with subtyp = 3; the less critical "yellow" and
"green" events have subtyps of 2 or 1, respectively. The chan
and num fields of these annotations are unused, and the anntyp
field in these files is always NOTE
(").
An additional .alM annotation file is available for the 498 records listed in
RECORDS.a1M. These .alM files contain the
"red" arrhythmia alerts from the corresponding .al annotation files,
but the chan field has been used to indicate if the alarm was
judged to be true (3) or false (1) by expert human review. For
further information about the .alM annotations, see
Using the Blood
Pressure Waveform to Reduce Critical False ECG Alarms. It is important
to note that the .a1M annotation files are not complete tallies of all critical
arrhythmias in these 498 records, since they include only monitor-detected
events (true positives and false positives) but not any events that may have
been missed (false negatives).
Additional data relating to these 2769 records, and additional
records, will be posted here as they become available.
Name Last modified Size Description
![[DIR]](/icons/back.gif)
Parent Directory -
![[ ]](/icons/index.gif)
ANNOTATORS 11-Feb-2008 10:19 93 list of annotators
RECORDS 02-Aug-2007 16:58 38K list of record names
![[ ]](/icons/unknown.gif)
RECORDS.alM 11-Feb-2008 09:32 3.4K list of record names
![[DIR]](/icons/folder.gif)
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