The MIMIC Database: Numerics

The new PhysioNet website is available at https://physionet.org.

This directory contains 121 records (one for each recording in the MIMIC Database) that contain periodic measurements of physiologic variables obtained from bedside ICU monitors. This section of the MIMIC Database is called Numerics because these measurements are those that typically appear in numeric form on the ICU monitors' screens: heart rate, blood pressure (mean, systolic, diastolic), respiration rate, oxygen saturation, etc. Since the data-gathering protocol was designed to have minimal impact on patient monitoring or care, the selection of measured variables varies among these records, according to the requirements of the ICU staff for appropriate care of the patients in each case.

If you wish to download all of the files in this directory without selecting each one individually, try using a utility for batch HTTP transfers such as wget, available here in source form for all versions of UNIX and as a precompiled binary for MS-Windows. Most Linux distributions include wget. Once you have installed wget, retrieve these files using 

wget -r -np http://www.physionet.org/physiobank/database/mimicdb/numerics/
(or substitute the name of a nearby PhysioNet mirror for www.physionet.org above). The files in this directory occupy 548 megabytes.

These records vary in length from about an hour to more than 77 hours; most are about 35-40 hours in length. About one-third of the patients in the MIMIC Database are represented by two (in a few cases, three) recordings. The total length of these records is approximately 4658 hours.

The measurements in these records, sampled at intervals of 1.024 seconds (0.976563 Hz), have been derived from the raw signals in the directories reached from like-numbered links on the MIMIC Database home page. (At this time, 72 of these directories have been posted here; the remaining 49 are not yet available. If you have a particular interest in one or more records that are not yet on-line, please send us a note and we will attempt to accommodate your request.) The complete MIMIC Database will include these records, the raw signals, and accompanying clinical data for each case, extracted from medical records.

Each of the 121 records consists of a (text) header file, a (binary) signal file, and 2 (binary) annotation files, identified by suffix:

Suffix Meaning
.hea header file, describing signal file contents and format
.dat signal file
.al annotations corresponding to patient status alarms
.in annotations corresponding to monitoring condition alarms

In addition, a fifth (text) file, with suffix .xws, is provided for viewing each record using WAVE. If you are running Linux and have installed WAVE, you may click on the .xws file associated with each record to view that record without downloading it first. WAVE and the related WFDB software package may be downloaded from this site.

Patient status alarms refer to events that (as determined by the ICU monitor) require medical intervention (for example, observation of heart rate or blood pressure outside of preset limits). Monitoring condition alarms refer to events that interfere with the function of the monitor (for example, transducer malfunction or signal saturation). Note that these alarms are as reported by the ICU monitors, including all false alarms. Once an alarm condition is detected, the monitors produce alarms at intervals of 1.024 seconds until reset by the ICU staff, or until the variable that triggered the alarm returns to its nominal range. There are also significant events in some cases that did not trigger alarms (and are therefore not annotated in the .al or .in files).

Patient status and monitoring condition alarms were not recorded for the first 5 cases (032, 033, 037, 039, and 041), so the .al and .in files for these 5 records are empty. 

Icon  Name                          Last modified      Size  Description
[PARENTDIR] Parent Directory                                   -   
[   ] 032n.al                       2000-03-14 10:05    2   patient alarms
[   ] 032n.in                       2000-03-14 10:05    2   monitor status alarms
[   ] 033n.al                       2000-03-14 10:05    2   patient alarms
[   ] 033n.in                       2000-03-14 10:05    2   monitor status alarms
[   ] 037n.al                       2000-03-14 10:02    2   patient alarms
[   ] 037n.in                       2000-03-14 10:02    2   monitor status alarms
[   ] 039n.al                       2000-03-14 10:02    2   patient alarms
[   ] 039n.in                       2000-03-14 10:02    2   monitor status alarms
[   ] 041n.al                       2000-03-14 10:02    2   patient alarms
[   ] 041n.in                       2000-03-14 10:02    2   monitor status alarms
[   ] 422n.al                       2000-03-14 10:05    2   patient alarms
[   ] ANNOTATORS                    2004-07-20 14:10   43   list of annotators
[   ] 222n.hea                      2000-03-14 10:02   84   header file
[XWS] 032n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 033n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 037n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 039n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 041n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 048n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 052n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 054n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 055n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 208n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 209n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 210n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 211n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 212n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 213n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 214n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 215n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 216n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 218n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 219n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 220n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 221n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 222n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 224n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 225n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 226n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 230n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 231n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 232n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 233n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 235n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 237n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 240n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 241n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 242n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 243n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 245n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 248n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 252n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 253n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 254n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 255n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 259n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 260n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 262n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 264n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 267n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 268n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 269n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 271n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 276n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 277n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 279n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 280n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 281n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 284n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 285n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 286n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 288n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 289n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 291n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 293n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 401n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 403n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 404n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 405n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 408n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 409n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 410n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 411n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 413n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 414n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 415n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 417n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 418n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 422n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 427n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 430n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 431n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 432n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 434n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 436n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 437n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 438n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 439n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 440n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 441n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 442n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 443n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 444n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 446n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 447n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 449n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 450n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 451n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 452n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 453n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 454n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 455n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 456n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 457n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 458n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 463n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 464n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 465n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 466n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 467n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 468n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 471n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 472n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 474n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 476n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 477n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 479n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 480n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 481n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 482n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 484n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 485n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 486n.xws                      2000-03-15 10:17   88   WAVEScript
[XWS] 488n.xws                      2000-03-15 10:17   88   WAVEScript
[   ] 404n.hea                      2000-03-14 10:03  121   header file
[   ] 446n.hea                      2000-03-14 10:03  121   header file
[   ] 224n.hea                      2000-03-14 10:02  122   header file
[   ] 225n.hea                      2000-03-14 10:02  123   header file
[   ] 422n.hea                      2000-03-14 10:06  123   header file
[   ] 430n.hea                      2000-03-14 10:03  123   header file
[   ] 434n.hea                      2000-03-14 10:06  123   header file
[   ] 438n.hea                      2000-03-14 10:03  123   header file
[   ] 284n.hea                      2000-03-14 10:02  124   header file
[   ] 444n.hea                      2000-03-14 10:03  124   header file
[   ] 452n.hea                      2000-03-14 10:03  124   header file
[   ] 443n.hea                      2000-03-14 10:03  125   header file
[   ] 436n.hea                      2000-03-14 10:06  171   header file
[   ] 285n.hea                      2000-03-14 10:05  209   header file
[   ] 447n.hea                      2000-03-14 10:07  210   header file
[   ] 450n.hea                      2000-03-14 10:03  210   header file
[   ] 411n.hea                      2000-03-14 10:03  211   header file
[   ] 279n.hea                      2000-03-14 10:05  213   header file
[   ] 488n.hea                      2000-03-14 10:07  213   header file
[   ] 437n.hea                      2000-03-14 10:03  233   header file
[   ] 032n.hea                      2000-03-14 10:05  237   header file
[   ] 410n.hea                      2000-03-14 10:03  245   header file
[   ] 431n.hea                      2000-03-14 10:06  251   header file
[   ] 209n.hea                      2000-03-14 10:02  253   header file
[   ] 439n.hea                      2000-03-14 10:03  253   header file
[   ] 208n.hea                      2000-03-14 10:02  256   header file
[   ] 432n.hea                      2000-03-14 10:06  258   header file
[   ] 233n.hea                      2000-03-14 10:05  290   header file
[   ] 211n.hea                      2000-03-14 10:02  292   header file
[   ] 291n.hea                      2000-03-14 10:02  296   header file
[   ] 037n.hea                      2000-03-14 10:02  331   header file
[   ] 220n.hea                      2000-03-14 10:02  331   header file
[   ] 442n.hea                      2000-03-14 10:03  331   header file
[   ] 033n.hea                      2000-03-14 10:05  332   header file
[   ] 221n.hea                      2000-03-14 10:02  332   header file
[   ] 232n.hea                      2000-03-14 10:05  333   header file
[   ] 052n.hea                      2000-03-14 10:05  334   header file
[   ] 054n.hea                      2000-03-14 10:05  335   header file
[   ] 213n.hea                      2000-03-14 10:02  336   header file
[   ] 401n.hea                      2000-03-14 10:02  336   header file
[   ] 413n.hea                      2000-03-14 10:03  336   header file
[   ] 039n.hea                      2000-03-14 10:02  337   header file
[   ] 048n.hea                      2000-03-14 10:05  337   header file
[   ] 226n.hea                      2000-03-14 10:02  337   header file
[   ] 408n.hea                      2000-03-14 10:03  337   header file
[   ] 414n.hea                      2000-03-14 10:03  337   header file
[   ] 451n.hea                      2000-03-14 10:03  337   header file
[   ] 409n.hea                      2000-03-14 10:03  338   header file
[   ] 440n.hea                      2000-03-14 10:07  338   header file
[   ] 403n.hea                      2000-03-14 10:03  339   header file
[   ] 441n.hea                      2000-03-14 10:07  339   header file
[   ] 210n.hea                      2000-03-14 10:02  345   header file
[   ] 449n.hea                      2000-03-14 10:03  403   header file
[   ] 219n.hea                      2000-03-14 10:02  405   header file
[   ] 218n.hea                      2000-03-14 10:02  409   header file
[   ] 255n.hea                      2000-03-14 10:05  425   header file
[   ] 262n.hea                      2000-03-14 10:02  427   header file
[   ] 466n.hea                      2000-03-14 10:03  452   header file
[   ] 252n.hea                      2000-03-14 10:02  462   header file
[   ] 212n.hea                      2000-03-14 10:02  463   header file
[   ] 231n.hea                      2000-03-14 10:02  463   header file
[   ] 243n.hea                      2000-03-14 10:05  465   header file
[   ] 245n.hea                      2000-03-14 10:05  465   header file
[   ] 214n.hea                      2000-03-14 10:05  466   header file
[   ] 464n.hea                      2000-03-14 10:07  466   header file
[   ] 269n.hea                      2000-03-14 10:05  468   header file
[   ] 293n.hea                      2000-03-14 10:05  469   header file
[   ] 465n.hea                      2000-03-14 10:07  469   header file
[   ] 248n.hea                      2000-03-14 10:02  471   header file
[   ] 463n.hea                      2000-03-14 10:07  474   header file
[   ] 280n.hea                      2000-03-14 10:05  492   header file
[   ] 235n.hea                      2000-03-14 10:05  493   header file
[   ] 468n.hea                      2000-03-14 10:07  536   header file
[   ] 041n.hea                      2000-03-14 10:02  553   header file
[   ] 259n.hea                      2000-03-14 10:05  554   header file
[   ] 485n.hea                      2000-03-14 10:04  555   header file
[   ] 055n.hea                      2000-03-14 10:02  560   header file
[   ] 260n.hea                      2000-03-14 10:02  579   header file
[   ] 230n.hea                      2000-03-14 10:02  582   header file
[   ] 242n.hea                      2000-03-14 10:05  584   header file
[   ] 267n.hea                      2000-03-14 10:05  587   header file
[   ] 264n.hea                      2000-03-14 10:05  590   header file
[   ] 268n.hea                      2000-03-14 10:05  593   header file
[   ] 472n.hea                      2000-03-14 10:03  596   header file
[   ] 271n.hea                      2000-03-14 10:05  599   header file
[   ] 415n.hea                      2000-03-14 10:03  599   header file
[   ] 454n.hea                      2000-03-14 10:03  599   header file
[   ] 467n.hea                      2000-03-14 10:07  600   header file
[   ] 237n.hea                      2000-03-14 10:02  601   header file
[   ] 471n.hea                      2000-03-14 10:03  601   header file
[   ] 215n.hea                      2000-03-14 10:05  605   header file
[   ] RECORDS                       2000-03-15 10:14  605   list of records
[   ] 482n.hea                      2000-03-14 10:03  624   header file
[   ] 240n.hea                      2000-03-14 10:02  631   header file
[   ] 253n.hea                      2000-03-14 10:02  631   header file
[   ] 241n.hea                      2000-03-14 10:05  632   header file
[   ] 456n.hea                      2000-03-14 10:03  661   header file
[   ] 405n.hea                      2000-03-14 10:03  667   header file
[   ] 484n.hea                      2000-03-14 10:03  686   header file
[   ] 417n.hea                      2000-03-14 10:03  689   header file
[   ] 457n.hea                      2000-03-14 10:07  695   header file
[   ] 458n.hea                      2000-03-14 10:07  700   header file
[   ] 286n.hea                      2000-03-14 10:05  708   header file
[   ] 453n.hea                      2000-03-14 10:03  708   header file
[   ] 479n.hea                      2000-03-14 12:20  709   header file
[   ] 276n.hea                      2000-03-14 10:02  710   header file
[   ] 216n.hea                      2000-03-14 10:02  719   header file
[   ] 418n.hea                      2000-03-14 10:03  722   header file
[   ] 427n.hea                      2000-03-14 10:03  725   header file
[   ] 481n.hea                      2000-03-14 10:07  732   header file
[   ] 455n.hea                      2000-03-14 10:07  742   header file
[   ] 254n.hea                      2000-03-14 10:02  754   header file
[   ] 289n.hea                      2000-03-14 10:05  794   header file
[   ] 486n.hea                      2000-03-14 10:07  794   header file
[   ] 476n.hea                      2000-03-14 10:03  797   header file
[   ] 480n.hea                      2000-03-14 10:03  799   header file
[   ] 281n.hea                      2012-05-15 08:11  828   header file
[   ] 477n.hea                      2000-03-14 10:03  829   header file
[   ] 277n.hea                      2000-03-14 10:05  832   header file
[   ] 474n.hea                      2000-03-14 10:03  869   header file
[   ] 293n.al                       2000-03-14 10:05  930   patient alarms
[   ] 288n.hea                      2000-03-14 10:05  963   header file
[   ] 291n.al                       2000-03-14 10:02  1.0K  patient alarms
[   ] 048n.al                       2000-03-14 10:05  1.0K  patient alarms
[   ] 401n.al                       2000-03-14 10:02  1.4K  patient alarms
[   ] 403n.al                       2000-03-14 10:02  2.5K  patient alarms
[   ] 221n.in                       2000-03-14 10:02  3.7K  monitor status alarms
[   ] 291n.in                       2000-03-14 10:02  4.8K  monitor status alarms
[   ] 220n.al                       2000-03-14 10:02  6.0K  patient alarms
[   ] 208n.in                       2000-03-14 10:02  6.8K  monitor status alarms
[   ] 252n.al                       2000-03-14 10:02  8.0K  patient alarms
[   ] 415n.al                       2000-03-14 10:03  8.6K  patient alarms
[   ] 052n.al                       2000-03-14 10:05   14K  patient alarms
[   ] 449n.al                       2000-03-14 10:03   15K  patient alarms
[   ] 417n.al                       2000-03-14 10:03   16K  patient alarms
[   ] 480n.al                       2000-03-14 10:03   17K  patient alarms
[   ] 268n.al                       2000-03-14 10:05   18K  patient alarms
[   ] 211n.al                       2000-03-14 10:02   21K  patient alarms
[   ] 288n.al                       2000-03-14 10:05   22K  patient alarms
[   ] 488n.al                       2000-03-14 10:07   25K  patient alarms
[   ] 418n.al                       2000-03-14 10:03   25K  patient alarms
[   ] 279n.al                       2000-03-14 10:05   25K  patient alarms
[   ] 222n.al                       2000-03-14 10:02   26K  patient alarms
[   ] 432n.al                       2000-03-14 10:06   26K  patient alarms
[   ] 436n.al                       2000-03-14 10:06   29K  patient alarms
[   ] 281n.in                       2000-03-14 10:02   29K  monitor status alarms
[   ] 225n.al                       2000-03-14 10:02   30K  patient alarms
[   ] 260n.al                       2000-03-14 10:02   30K  patient alarms
[   ] 253n.al                       2000-03-14 10:02   35K  patient alarms
[   ] 262n.al                       2000-03-14 10:02   35K  patient alarms
[   ] 437n.al                       2000-03-14 10:03   36K  patient alarms
[   ] 472n.in                       2000-03-14 10:03   36K  monitor status alarms
[   ] 410n.al                       2000-03-14 10:03   39K  patient alarms
[   ] 285n.al                       2000-03-14 10:05   39K  patient alarms
[   ] 447n.al                       2000-03-14 10:07   39K  patient alarms
[   ] 221n.al                       2000-03-14 10:02   41K  patient alarms
[   ] 208n.dat                      2000-03-14 10:02   45K  measurements
[   ] 054n.al                       2000-03-14 10:05   47K  patient alarms
[   ] 281n.al                       2000-03-14 10:02   48K  patient alarms
[   ] 243n.al                       2000-03-14 10:05   55K  patient alarms
[   ] 220n.dat                      2000-03-14 10:02   56K  measurements
[   ] 481n.al                       2000-03-14 10:07   59K  patient alarms
[   ] 464n.al                       2000-03-14 10:07   62K  patient alarms
[   ] 240n.al                       2000-03-14 10:02   62K  patient alarms
[   ] 254n.al                       2000-03-14 10:02   66K  patient alarms
[   ] 220n.in                       2000-03-14 10:02   68K  monitor status alarms
[   ] 052n.in                       2000-03-14 10:05   72K  monitor status alarms
[   ] 216n.al                       2000-03-14 10:02   73K  patient alarms
[   ] 451n.al                       2000-03-14 10:03   74K  patient alarms
[   ] 474n.al                       2000-03-14 10:03   76K  patient alarms
[   ] 226n.al                       2000-03-14 10:02   79K  patient alarms
[   ] 408n.al                       2000-03-14 10:03   79K  patient alarms
[   ] 276n.al                       2000-03-14 10:02   82K  patient alarms
[   ] 215n.al                       2000-03-14 10:05   83K  patient alarms
[   ] 444n.in                       2000-03-14 10:03   83K  monitor status alarms
[   ] 055n.al                       2000-03-14 10:02   86K  patient alarms
[   ] 277n.al                       2000-03-14 10:05   86K  patient alarms
[   ] 284n.al                       2000-03-14 10:02   88K  patient alarms
[   ] 208n.al                       2000-03-14 10:02   90K  patient alarms
[   ] 405n.al                       2000-03-14 10:03   93K  patient alarms
[   ] 286n.al                       2000-03-14 10:05   94K  patient alarms
[   ] 411n.al                       2000-03-14 10:03   97K  patient alarms
[   ] 285n.in                       2000-03-14 10:05  113K  monitor status alarms
[   ] 434n.al                       2000-03-14 10:06  115K  patient alarms
[   ] 226n.in                       2000-03-14 10:02  122K  monitor status alarms
[   ] 439n.in                       2000-03-14 10:03  125K  monitor status alarms
[   ] 427n.al                       2000-03-14 10:03  126K  patient alarms
[   ] 224n.al                       2000-03-14 10:02  127K  patient alarms
[   ] 230n.al                       2000-03-14 10:02  128K  patient alarms
[   ] 472n.al                       2000-03-14 10:03  130K  patient alarms
[   ] 458n.al                       2000-03-14 10:07  132K  patient alarms
[   ] 455n.al                       2000-03-14 10:07  132K  patient alarms
[   ] 403n.in                       2000-03-14 10:03  138K  monitor status alarms
[   ] 476n.al                       2000-03-14 10:03  141K  patient alarms
[   ] 289n.al                       2000-03-14 10:05  141K  patient alarms
[   ] 452n.al                       2000-03-14 10:03  143K  patient alarms
[   ] 485n.al                       2000-03-14 10:03  144K  patient alarms
[   ] 213n.al                       2000-03-14 10:02  146K  patient alarms
[   ] 443n.al                       2000-03-14 10:03  154K  patient alarms
[   ] 222n.dat                      2000-03-14 10:02  162K  measurements
[   ] 439n.al                       2000-03-14 10:03  167K  patient alarms
[   ] 456n.al                       2000-03-14 10:03  170K  patient alarms
[   ] 259n.al                       2000-03-14 10:05  171K  patient alarms
[   ] 466n.al                       2000-03-14 10:03  171K  patient alarms
[   ] 271n.al                       2000-03-14 10:05  178K  patient alarms
[   ] 224n.in                       2000-03-14 10:02  179K  monitor status alarms
[   ] 231n.al                       2000-03-14 10:02  184K  patient alarms
[   ] 450n.al                       2000-03-14 10:03  184K  patient alarms
[   ] 293n.in                       2000-03-14 10:05  185K  monitor status alarms
[   ] 214n.al                       2000-03-14 10:05  188K  patient alarms
[   ] 404n.al                       2000-03-14 10:03  190K  patient alarms
[   ] 457n.al                       2000-03-14 10:07  190K  patient alarms
[   ] 210n.al                       2000-03-14 10:02  196K  patient alarms
[   ] 215n.in                       2000-03-14 10:05  199K  monitor status alarms
[   ] 437n.in                       2000-03-14 10:03  207K  monitor status alarms
[   ] 476n.in                       2000-03-14 10:03  217K  monitor status alarms
[   ] 486n.al                       2000-03-14 10:07  227K  patient alarms
[   ] 267n.al                       2000-03-14 10:05  233K  patient alarms
[   ] 248n.al                       2000-03-14 10:02  249K  patient alarms
[   ] 245n.al                       2000-03-14 10:05  261K  patient alarms
[   ] 280n.al                       2000-03-14 10:05  291K  patient alarms
[   ] 252n.in                       2000-03-14 10:02  300K  monitor status alarms
[   ] 218n.in                       2000-03-14 10:02  302K  monitor status alarms
[   ] 444n.al                       2000-03-14 10:03  303K  patient alarms
[   ] 404n.dat                      2000-03-14 10:03  306K  measurements
[   ] 235n.al                       2000-03-14 10:05  308K  patient alarms
[   ] 449n.in                       2000-03-14 10:03  312K  monitor status alarms
[   ] 447n.in                       2000-03-14 10:07  334K  monitor status alarms
[   ] 405n.in                       2000-03-14 10:03  337K  monitor status alarms
[   ] 214n.in                       2000-03-14 10:05  353K  monitor status alarms
[   ] 422n.dat                      2000-03-14 10:06  358K  measurements
[   ] 443n.in                       2000-03-14 10:03  377K  monitor status alarms
[   ] 440n.al                       2000-03-14 10:07  379K  patient alarms
[   ] 446n.dat                      2000-03-14 10:03  384K  measurements
[   ] 477n.al                       2000-03-14 10:03  395K  patient alarms
[   ] 452n.in                       2000-03-14 10:03  411K  monitor status alarms
[   ] 216n.in                       2000-03-14 10:02  420K  monitor status alarms
[   ] 454n.in                       2000-03-14 10:03  460K  monitor status alarms
[   ] 452n.dat                      2000-03-14 10:03  462K  measurements
[   ] 463n.al                       2000-03-14 10:07  480K  patient alarms
[   ] 212n.al                       2000-03-14 10:02  487K  patient alarms
[   ] 484n.al                       2000-03-14 10:03  490K  patient alarms
[   ] 482n.al                       2000-03-14 10:03  490K  patient alarms
[   ] 219n.al                       2000-03-14 10:02  498K  patient alarms
[   ] 212n.in                       2000-03-14 10:02  510K  monitor status alarms
[   ] 260n.in                       2000-03-14 10:02  510K  monitor status alarms
[   ] 401n.in                       2000-03-14 10:02  518K  monitor status alarms
[   ] 237n.al                       2000-03-14 10:02  523K  patient alarms
[   ] 210n.in                       2000-03-14 10:02  538K  monitor status alarms
[   ] 467n.al                       2000-03-14 10:07  571K  patient alarms
[   ] 456n.in                       2000-03-14 10:03  578K  monitor status alarms
[   ] 284n.dat                      2000-03-14 10:02  584K  measurements
[   ] 241n.al                       2000-03-14 10:05  586K  patient alarms
[   ] 218n.al                       2000-03-14 10:02  587K  patient alarms
[   ] 441n.al                       2000-03-14 10:07  588K  patient alarms
[   ] 436n.in                       2000-03-14 10:06  595K  monitor status alarms
[   ] 253n.in                       2000-03-14 10:02  598K  monitor status alarms
[   ] 458n.in                       2000-03-14 10:07  609K  monitor status alarms
[   ] 271n.in                       2000-03-14 10:05  610K  monitor status alarms
[   ] 450n.dat                      2000-03-14 10:03  612K  measurements
[   ] 222n.in                       2000-03-14 10:02  622K  monitor status alarms
[   ] 219n.in                       2000-03-14 10:02  626K  monitor status alarms
[   ] 465n.al                       2000-03-14 10:07  628K  patient alarms
[   ] 225n.dat                      2000-03-14 10:02  633K  measurements
[   ] 224n.dat                      2000-03-14 10:02  645K  measurements
[   ] 479n.al                       2000-03-14 12:20  646K  patient alarms
[   ] 054n.in                       2000-03-14 10:05  650K  monitor status alarms
[   ] 417n.in                       2000-03-14 10:03  654K  monitor status alarms
[   ] 454n.al                       2000-03-14 10:03  696K  patient alarms
[   ] 048n.dat                      2000-03-14 10:05  699K  measurements
[   ] 443n.dat                      2000-03-14 10:03  702K  measurements
[   ] 430n.dat                      2000-03-14 10:03  714K  measurements
[   ] 438n.dat                      2000-03-14 10:03  714K  measurements
[   ] 434n.dat                      2000-03-14 10:06  735K  measurements
[   ] 444n.dat                      2000-03-14 10:03  742K  measurements
[   ] 032n.dat                      2000-03-14 10:05  744K  measurements
[   ] 472n.dat                      2000-03-14 10:03  774K  measurements
[   ] 404n.in                       2000-03-14 10:03  777K  monitor status alarms
[   ] 232n.in                       2000-03-14 10:05  779K  monitor status alarms
[   ] 464n.in                       2000-03-14 10:07  788K  monitor status alarms
[   ] 480n.in                       2000-03-14 10:03  794K  monitor status alarms
[   ] 488n.in                       2000-03-14 10:07  806K  monitor status alarms
[   ] 410n.dat                      2000-03-14 10:03  807K  measurements
[   ] 211n.in                       2000-03-14 10:02  813K  monitor status alarms
[   ] 286n.in                       2000-03-14 10:05  820K  monitor status alarms
[   ] 438n.al                       2000-03-14 10:03  822K  patient alarms
[   ] 474n.in                       2000-03-14 10:03  832K  monitor status alarms
[   ] 413n.al                       2000-03-14 10:03  839K  patient alarms
[   ] 408n.in                       2000-03-14 10:03  841K  monitor status alarms
[   ] 242n.al                       2000-03-14 10:05  868K  patient alarms
[   ] 414n.al                       2000-03-14 10:03  875K  patient alarms
[   ] 409n.in                       2000-03-14 10:03  878K  monitor status alarms
[   ] 485n.in                       2000-03-14 10:04  887K  monitor status alarms
[   ] 291n.dat                      2000-03-14 10:02  888K  measurements
[   ] 211n.dat                      2000-03-14 10:02  891K  measurements
[   ] 210n.dat                      2000-03-14 10:02  906K  measurements
[   ] 209n.dat                      2000-03-14 10:02  908K  measurements
[   ] 471n.al                       2000-03-14 10:03  933K  patient alarms
[   ] 409n.al                       2000-03-14 10:03  947K  patient alarms
[   ] 446n.al                       2000-03-14 10:03  958K  patient alarms
[   ] 453n.al                       2000-03-14 10:03  971K  patient alarms
[   ] 477n.in                       2000-03-14 10:03  971K  monitor status alarms
[   ] 209n.in                       2000-03-14 10:02  1.0M  monitor status alarms
[   ] 233n.in                       2000-03-14 10:05  1.0M  monitor status alarms
[   ] 255n.al                       2000-03-14 10:05  1.0M  patient alarms
[   ] 413n.dat                      2000-03-14 10:03  1.0M  measurements
[   ] 254n.in                       2000-03-14 10:02  1.0M  monitor status alarms
[   ] 052n.dat                      2000-03-14 10:05  1.0M  measurements
[   ] 048n.in                       2000-03-14 10:05  1.1M  monitor status alarms
[   ] 436n.dat                      2000-03-14 10:06  1.1M  measurements
[   ] 430n.al                       2000-03-14 10:03  1.1M  patient alarms
[   ] 232n.al                       2000-03-14 10:05  1.1M  patient alarms
[   ] 441n.in                       2000-03-14 10:07  1.1M  monitor status alarms
[   ] 055n.in                       2000-03-14 10:02  1.1M  monitor status alarms
[   ] 233n.dat                      2000-03-14 10:05  1.1M  measurements
[   ] 221n.dat                      2000-03-14 10:02  1.1M  measurements
[   ] 455n.in                       2000-03-14 10:07  1.1M  monitor status alarms
[   ] 260n.dat                      2000-03-14 10:02  1.1M  measurements
[   ] 041n.dat                      2000-03-14 10:02  1.2M  measurements
[   ] 414n.dat                      2000-03-14 10:03  1.2M  measurements
[   ] 401n.dat                      2000-03-14 10:02  1.2M  measurements
[   ] 237n.in                       2000-03-14 10:02  1.2M  monitor status alarms
[   ] 411n.dat                      2000-03-14 10:03  1.2M  measurements
[   ] 232n.dat                      2000-03-14 10:05  1.2M  measurements
[   ] 417n.dat                      2000-03-14 10:03  1.3M  measurements
[   ] 033n.dat                      2000-03-14 10:05  1.3M  measurements
[   ] 482n.in                       2000-03-14 10:03  1.3M  monitor status alarms
[   ] 281n.dat                      2000-03-14 10:02  1.3M  measurements
[   ] 451n.in                       2000-03-14 10:03  1.4M  monitor status alarms
[   ] 488n.dat                      2000-03-14 10:07  1.4M  measurements
[   ] 468n.al                       2000-03-14 10:07  1.4M  patient alarms
[   ] 442n.in                       2000-03-14 10:03  1.4M  monitor status alarms
[   ] 259n.in                       2000-03-14 10:05  1.4M  monitor status alarms
[   ] 276n.in                       2000-03-14 10:02  1.4M  monitor status alarms
[   ] 233n.al                       2000-03-14 10:05  1.4M  patient alarms
[   ] 037n.dat                      2000-03-14 10:02  1.5M  measurements
[   ] 411n.in                       2000-03-14 10:03  1.5M  monitor status alarms
[   ] 451n.dat                      2000-03-14 10:03  1.5M  measurements
[   ] 277n.in                       2000-03-14 10:05  1.5M  monitor status alarms
[   ] 442n.al                       2000-03-14 10:03  1.5M  patient alarms
[   ] 230n.in                       2000-03-14 10:02  1.5M  monitor status alarms
[   ] 226n.dat                      2000-03-14 10:02  1.5M  measurements
[   ] 447n.dat                      2000-03-14 10:07  1.5M  measurements
[   ] 431n.dat                      2000-03-14 10:06  1.5M  measurements
[   ] 235n.in                       2000-03-14 10:05  1.5M  monitor status alarms
[   ] 439n.dat                      2000-03-14 10:03  1.6M  measurements
[   ] 218n.dat                      2000-03-14 10:02  1.6M  measurements
[   ] 225n.in                       2000-03-14 10:02  1.6M  monitor status alarms
[   ] 288n.in                       2000-03-14 10:05  1.6M  monitor status alarms
[   ] 209n.al                       2000-03-14 10:02  1.6M  patient alarms
[   ] 241n.in                       2000-03-14 10:05  1.6M  monitor status alarms
[   ] 284n.in                       2000-03-14 10:02  1.6M  monitor status alarms
[   ] 437n.dat                      2000-03-14 10:03  1.6M  measurements
[   ] 219n.dat                      2000-03-14 10:02  1.6M  measurements
[   ] 442n.dat                      2000-03-14 10:03  1.6M  measurements
[   ] 230n.dat                      2000-03-14 10:02  1.7M  measurements
[   ] 269n.al                       2000-03-14 10:05  1.7M  patient alarms
[   ] 279n.dat                      2000-03-14 10:05  1.7M  measurements
[   ] 285n.dat                      2000-03-14 10:05  1.7M  measurements
[   ] 214n.dat                      2000-03-14 10:05  1.7M  measurements
[   ] 453n.in                       2000-03-14 10:03  1.7M  monitor status alarms
[   ] 414n.in                       2000-03-14 10:03  1.8M  monitor status alarms
[   ] 464n.dat                      2000-03-14 10:07  1.8M  measurements
[   ] 481n.in                       2000-03-14 10:07  1.8M  monitor status alarms
[   ] 243n.in                       2000-03-14 10:05  1.8M  monitor status alarms
[   ] 280n.in                       2000-03-14 10:05  1.8M  monitor status alarms
[   ] 457n.in                       2000-03-14 10:07  1.9M  monitor status alarms
[   ] 241n.dat                      2000-03-14 10:05  1.9M  measurements
[   ] 252n.dat                      2000-03-14 10:02  1.9M  measurements
[   ] 054n.dat                      2000-03-14 10:05  1.9M  measurements
[   ] 432n.dat                      2000-03-14 10:06  1.9M  measurements
[   ] 440n.in                       2000-03-14 10:07  2.0M  monitor status alarms
[   ] 479n.in                       2000-03-14 12:20  2.0M  monitor status alarms
[   ] 484n.in                       2000-03-14 10:03  2.0M  monitor status alarms
[   ] 403n.dat                      2000-03-14 10:03  2.0M  measurements
[   ] 434n.in                       2000-03-14 10:06  2.0M  monitor status alarms
[   ] 409n.dat                      2000-03-14 10:03  2.0M  measurements
[   ] 422n.in                       2000-03-14 10:06  2.1M  monitor status alarms
[   ] 413n.in                       2000-03-14 10:03  2.1M  monitor status alarms
[   ] 240n.in                       2000-03-14 10:02  2.1M  monitor status alarms
[   ] 215n.dat                      2000-03-14 10:05  2.1M  measurements
[   ] 410n.in                       2000-03-14 10:03  2.1M  monitor status alarms
[   ] 476n.dat                      2000-03-14 10:03  2.1M  measurements
[   ] 405n.dat                      2000-03-14 10:03  2.2M  measurements
[   ] 450n.in                       2000-03-14 10:03  2.2M  monitor status alarms
[   ] 264n.al                       2000-03-14 10:05  2.3M  patient alarms
[   ] 408n.dat                      2000-03-14 10:03  2.3M  measurements
[   ] 213n.dat                      2000-03-14 10:02  2.3M  measurements
[   ] 248n.dat                      2000-03-14 10:02  2.3M  measurements
[   ] 480n.dat                      2000-03-14 10:03  2.4M  measurements
[   ] 430n.in                       2000-03-14 10:03  2.4M  monitor status alarms
[   ] 248n.in                       2000-03-14 10:02  2.5M  monitor status alarms
[   ] 449n.dat                      2000-03-14 10:03  2.6M  measurements
[   ] 262n.dat                      2000-03-14 10:02  2.6M  measurements
[   ] 440n.dat                      2000-03-14 10:07  2.6M  measurements
[   ] 441n.dat                      2000-03-14 10:07  2.6M  measurements
[   ] 431n.al                       2000-03-14 10:06  2.7M  patient alarms
[   ] 279n.in                       2000-03-14 10:05  2.7M  monitor status alarms
[   ] 267n.in                       2000-03-14 10:05  2.7M  monitor status alarms
[   ] 271n.dat                      2000-03-14 10:05  2.7M  measurements
[   ] 446n.in                       2000-03-14 10:03  2.8M  monitor status alarms
[   ] 212n.dat                      2000-03-14 10:02  2.8M  measurements
[   ] 289n.in                       2000-03-14 10:05  2.8M  monitor status alarms
[   ] 231n.dat                      2000-03-14 10:02  2.9M  measurements
[   ] 240n.dat                      2000-03-14 10:02  2.9M  measurements
[   ] 245n.dat                      2000-03-14 10:05  2.9M  measurements
[   ] 269n.dat                      2000-03-14 10:05  2.9M  measurements
[   ] 242n.in                       2000-03-14 10:05  2.9M  monitor status alarms
[   ] 418n.dat                      2000-03-14 10:03  2.9M  measurements
[   ] 216n.dat                      2000-03-14 10:02  2.9M  measurements
[   ] 486n.in                       2000-03-14 10:07  2.9M  monitor status alarms
[   ] 255n.dat                      2000-03-14 10:05  3.0M  measurements
[   ] 055n.dat                      2000-03-14 10:02  3.0M  measurements
[   ] 427n.in                       2000-03-14 10:03  3.1M  monitor status alarms
[   ] 243n.dat                      2000-03-14 10:05  3.1M  measurements
[   ] 213n.in                       2000-03-14 10:02  3.1M  monitor status alarms
[   ] 466n.in                       2000-03-14 10:03  3.2M  monitor status alarms
[   ] 268n.dat                      2000-03-14 10:05  3.2M  measurements
[   ] 286n.dat                      2000-03-14 10:05  3.3M  measurements
[   ] 245n.in                       2000-03-14 10:05  3.3M  monitor status alarms
[   ] 293n.dat                      2000-03-14 10:05  3.4M  measurements
[   ] 269n.in                       2000-03-14 10:05  3.4M  monitor status alarms
[   ] 280n.dat                      2000-03-14 10:05  3.5M  measurements
[   ] 235n.dat                      2000-03-14 10:05  3.5M  measurements
[   ] 485n.dat                      2000-03-14 10:04  3.5M  measurements
[   ] 039n.dat                      2000-03-14 10:02  3.6M  measurements
[   ] 415n.dat                      2000-03-14 10:03  3.7M  measurements
[   ] 432n.in                       2000-03-14 10:06  3.7M  monitor status alarms
[   ] 242n.dat                      2000-03-14 10:05  3.7M  measurements
[   ] 237n.dat                      2000-03-14 10:02  3.7M  measurements
[   ] 454n.dat                      2000-03-14 10:03  3.7M  measurements
[   ] 259n.dat                      2000-03-14 10:05  3.8M  measurements
[   ] 477n.dat                      2000-03-14 10:03  3.8M  measurements
[   ] 253n.dat                      2000-03-14 10:02  4.0M  measurements
[   ] 267n.dat                      2000-03-14 10:05  4.0M  measurements
[   ] 264n.dat                      2000-03-14 10:05  4.0M  measurements
[   ] 482n.dat                      2000-03-14 10:03  4.0M  measurements
[   ] 468n.dat                      2000-03-14 10:07  4.2M  measurements
[   ] 484n.dat                      2000-03-14 10:03  4.2M  measurements
[   ] 465n.dat                      2000-03-14 10:07  4.2M  measurements
[   ] 268n.in                       2000-03-14 10:05  4.5M  monitor status alarms
[   ] 481n.dat                      2000-03-14 10:07  4.6M  measurements
[   ] 466n.dat                      2000-03-14 10:03  4.6M  measurements
[   ] 463n.dat                      2000-03-14 10:07  4.7M  measurements
[   ] 456n.dat                      2000-03-14 10:03  4.7M  measurements
[   ] 467n.dat                      2000-03-14 10:07  4.8M  measurements
[   ] 254n.dat                      2000-03-14 10:02  4.8M  measurements
[   ] 468n.in                       2000-03-14 10:07  4.9M  monitor status alarms
[   ] 453n.dat                      2000-03-14 10:03  5.0M  measurements
[   ] 471n.in                       2000-03-14 10:03  5.1M  monitor status alarms
[   ] 289n.dat                      2000-03-14 10:05  5.1M  measurements
[   ] 431n.in                       2000-03-14 10:06  5.1M  monitor status alarms
[   ] 438n.in                       2000-03-14 10:03  5.1M  monitor status alarms
[   ] 418n.in                       2000-03-14 10:03  5.1M  monitor status alarms
[   ] 474n.dat                      2000-03-14 10:03  5.2M  measurements
[   ] 467n.in                       2000-03-14 10:07  5.2M  monitor status alarms
[   ] 288n.dat                      2000-03-14 10:05  5.3M  measurements
[   ] 458n.dat                      2000-03-14 10:07  5.3M  measurements
[   ] 471n.dat                      2000-03-14 10:03  5.5M  measurements
[   ] 255n.in                       2000-03-14 10:05  5.5M  monitor status alarms
[   ] 455n.dat                      2000-03-14 10:07  5.5M  measurements
[   ] 479n.dat                      2000-03-14 12:20  5.6M  measurements
[   ] 264n.in                       2000-03-14 10:05  5.7M  monitor status alarms
[   ] 463n.in                       2000-03-14 10:07  5.8M  monitor status alarms
[   ] 231n.in                       2000-03-14 10:02  6.0M  monitor status alarms
[   ] 457n.dat                      2000-03-14 10:07  6.2M  measurements
[   ] 276n.dat                      2000-03-14 10:02  6.2M  measurements
[   ] 427n.dat                      2000-03-14 10:03  6.3M  measurements
[   ] 486n.dat                      2000-03-14 10:07  6.7M  measurements
[   ] 277n.dat                      2000-03-14 10:05  7.5M  measurements
[   ] 465n.in                       2000-03-14 10:07  7.6M  monitor status alarms
[   ] 415n.in                       2000-03-14 10:03  7.7M  monitor status alarms
[   ] 262n.in                       2000-03-14 10:02  7.7M  monitor status alarms

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Updated Friday, 28 October 2016 at 16:58 EDT
PhysioNet is supported by the National Institute of General Medical Sciences (NIGMS) and the National Institute of Biomedical Imaging and Bioengineering (NIBIB) under NIH grant number 2R01GM104987-09.