Building the IMPROVE data library

被引：26

作者：

Korhonen, I

Ojaniemi, J

Nieminen, K

vanGils, M

Heikela, A

Kari, A

机构：

[1] VTT Information Technology, Tampere

[2] Kuopio University Hospital, Department of Intensive Care, Kuopio

[3] Datex-Engström, Instrumentarium Corp., Kuopio

[4] Medical Engineering Laboratory, Technical Research Center of Finland, Finnish Inst. of Occupational Health

[5] Dept. Anaesthiol. and Intensive Care, Kuopio University Hospital

[6] NIH/NIA Gerontology Research Center, Baltimore, MD

[7] Datex-Engstrom, Devmt. of Clin. Information Systems

[8] VTT Information Technology, FIN-33101 Tampere

来源：

IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE | 1997年 / 16卷 / 06期

关键词：

D O I：

10.1109/51.637114

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

Well-characterized and comprehensive TV test data sets are essential in the development and evaluation of biosignal interpretation methods for intensive-care patient monitoring. The IMPROVE (improving control of patient status in critical care) Data Library (DL) is an annotated data library that contains practically all the monitored and other clinical data from critically ill patients at high risk of oxygen-transport-related problems. The data, collected at the Intensive Care Unit of the Kuopio University Hospital, is supported by continuous patient-state assessments carried out by a bedside physician and includes 59 patient records, each having a typical duration of 24 hours. In this article we describe the technical setup of the system, including what signals and parameters were collected and how the annotations were done. We also discuss the lessons learned from data-collection process.

引用

页码：25 / 32

页数：8

共 10 条

[1]

[Anonymous], 1990, Proceedings Computers in Cardiology

[2]

*INTR CORP, DAT AS 3 MAINT MAN

[3]

*INTR CORP, DAT AS 3 US MAN

[4]

KARI A, 1997, IEEE ENG MED BIOL, V16, P21

[5] A SIMPLE FORMAT FOR EXCHANGE OF DIGITIZED POLYGRAPHIC RECORDINGS [J].

KEMP, B ;

VARRI, A ;

ROSA, AC ;

NIELSEN, KD ;

GADE, J .

ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1992, 82 (05) :391-393

[6]

*MASS GEN HOSP, 1992, MARQ FDN WAV DAT

[7]

*MIT, 1992, MIT BIH POL DAT

[8]

MOODY GB, 1996, IEEE COMP CARDIOL, P675

[9]

SUKUVAARA T, 1995, CURR OPIN ANAESTH, V8, P526

[10] THE EUROPEAN ST-T DATABASE - STANDARD FOR EVALUATING SYSTEMS FOR THE ANALYSIS OF ST-T CHANGES IN AMBULATORY ELECTROCARDIOGRAPHY [J].

TADDEI, A ;

DISTANTE, G ;

EMDIN, M ;

PISANI, P ;

MOODY, GB ;

ZEELENBERG, C ;

MARCHESI, C .

EUROPEAN HEART JOURNAL, 1992, 13 (09) :1164-1172

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