The impact of data quality defects on clinical decision-making in the intensive care unit

Oren Kramer,Adir Even, Idit Matot, Yohai Steinberg,Yuval Bitan

Computer Methods and Programs in Biomedicine(2021)

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摘要
•A poor data quality level affects clinical decision making about medication prescribed in the ICU.•A poor data quality level increases the likelihood of medication prescription/ invasive procedure in five clinical scenarios in the ICU.•It is important to emphasize that quality defects in clinical data affect decision making even without practitioners’ awareness.
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关键词
Clinical decision making,Data quality,Intensive care unit,Time-series analysis,Hospital information systems
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