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Quick and Accurate Monitoring Via Metaphor Graphics

机译:通过隐喻图形进行快速准确的监控

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摘要

The present study addresses the use of one class of representation, >metaphor graphics, as an aid to monitoring a rapidly changing data intensive situation, in this case a patient on a mechanical ventilator. Eight experts in the field of mechanical ventilation viewed summaries containing seven days of data related to a single patient and, as quickly as possible, decided whether the patient was steadily improving, steadily worsening, or was initially moving in one of these two directions but then reversed course. Accuracy was extremely high for both graphic and numerical versions of the summaries but graphic representation led to performance that was significantly faster, averaging half the time required for numeric representation. These findings complement and extend previous research showing that metaphoric graphic representation leads to Bayesian diagnostic reasoning that is extremely accurate but much faster than reasoning via numerical tables.
机译:本研究致力于使用一类表示形式的>隐喻图形作为辅助手段来监视快速变化的数据密集型情况,在这种情况下为使用机械呼吸机的患者。机械通气领域的八位专家查看了包含有关单个患者的7天数据的摘要,并尽快确定患者是在稳步改善,在不断恶化还是最初在这两个方向之一中移动,但是随后逆转过程。摘要的图形版本和数字版本的准确性都非常高,但是图形表示导致性能显着提高,平均时间仅为数字表示所需时间的一半。这些发现补充并扩展了先前的研究,这些研究表明隐喻图形表示可导致贝叶斯诊断推理,该推理极其精确,但比通过数值表进行推理要快得多。

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