Building the IMPROVE data library
| Autor: | I. Korhonen, K. Niieminen, J. Ojaniemi, A. Kari, A. Heikela, M. van Gils |
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| Rok vydání: | 1997 |
| Předmět: |
medicine.medical_specialty
Critical Care Remote patient monitoring Biomedical Engineering MEDLINE Pilot Projects Management Information Systems Data acquisition Humans Medicine Biosignal Duration (project management) Intensive care medicine Finland Monitoring Physiologic Data collection business.industry Data Collection Electroencephalography Signal Processing Computer-Assisted Health Care Costs General Medicine Local Area Networks medicine.disease Patient Care Management Systems Integration CD-ROM Data Interpretation Statistical Data Display Workforce Medical emergency business Test data |
| Zdroj: | Korhonen, I, Ojaniemi, J, Nieminen, K, van Gils, M, Heikelä, A & Kari, A 1997, ' Building the IMPROVE data library ', IEEE Engineering in Medicine and Biology Magazine, vol. 16, no. 6, pp. 25-32 . https://doi.org/10.1109/51.637114 |
| ISSN: | 1937-4186 0739-5175 |
| DOI: | 10.1109/51.637114 |
| Popis: | Well-characterized and comprehensive 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 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 the data collection process. |
| Databáze: | OpenAIRE |
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