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计算机诊断建议在心脏病学和非心脏病学住院医师解读12导联心电图中的作用。

The role of computerized diagnostic proposals in the interpretation of the 12-lead electrocardiogram by cardiology and non-cardiology fellows.

作者信息

Novotny Tomas, Bond Raymond, Andrsova Irena, Koc Lumir, Sisakova Martina, Finlay Dewar, Guldenring Daniel, Spinar Jindrich, Malik Marek

机构信息

Department of Internal Medicine and Cardiology, University Hospital Brno and Faculty of Medicine of Masaryk University, Brno, Czechia.

Faculty of Computing and Engineering, Ulster University, Newtownabbey, United Kingdom.

出版信息

Int J Med Inform. 2017 May;101:85-92. doi: 10.1016/j.ijmedinf.2017.02.007. Epub 2017 Feb 14.

Abstract

INTRODUCTION

Most contemporary 12-lead electrocardiogram (ECG) devices offer computerized diagnostic proposals. The reliability of these automated diagnoses is limited. It has been suggested that incorrect computer advice can influence physician decision-making. This study analyzed the role of diagnostic proposals in the decision process by a group of fellows of cardiology and other internal medicine subspecialties.

MATERIALS AND METHODS

A set of 100 clinical 12-lead ECG tracings was selected covering both normal cases and common abnormalities. A team of 15 junior Cardiology Fellows and 15 Non-Cardiology Fellows interpreted the ECGs in 3 phases: without any diagnostic proposal, with a single diagnostic proposal (half of them intentionally incorrect), and with four diagnostic proposals (only one of them being correct) for each ECG. Self-rated confidence of each interpretation was collected.

RESULTS

Availability of diagnostic proposals significantly increased the diagnostic accuracy (p<0.001). Nevertheless, in case of a single proposal (either correct or incorrect) the increase of accuracy was present in interpretations with correct diagnostic proposals, while the accuracy was substantially reduced with incorrect proposals. Confidence levels poorly correlated with interpretation scores (rho≈2, p<0.001). Logistic regression showed that an interpreter is most likely to be correct when the ECG offers a correct diagnostic proposal (OR=10.87) or multiple proposals (OR=4.43).

CONCLUSION

Diagnostic proposals affect the diagnostic accuracy of ECG interpretations. The accuracy is significantly influenced especially when a single diagnostic proposal (either correct or incorrect) is provided. The study suggests that the presentation of multiple computerized diagnoses is likely to improve the diagnostic accuracy of interpreters.

摘要

引言

大多数当代12导联心电图(ECG)设备都提供计算机化的诊断建议。这些自动诊断的可靠性有限。有人认为,错误的计算机建议会影响医生的决策。本研究分析了诊断建议在心脏病学和其他内科亚专业的一组住院医师决策过程中的作用。

材料与方法

选择了一组100份临床12导联心电图记录,涵盖正常病例和常见异常情况。一组由15名初级心脏病学住院医师和15名非心脏病学住院医师组成的团队分三个阶段解读心电图:不提供任何诊断建议、提供单一诊断建议(其中一半故意错误)以及为每份心电图提供四条诊断建议(其中只有一条正确)。收集每次解读的自我评定信心。

结果

诊断建议的提供显著提高了诊断准确性(p<0.001)。然而,在单一建议的情况下(无论正确与否),正确诊断建议的解读中准确性有所提高,而错误建议则使准确性大幅降低。信心水平与解读分数的相关性较差(rho≈2,p<0.001)。逻辑回归显示,当心电图提供正确的诊断建议(OR=10.87)或多条建议(OR=4.43)时,解读人员最有可能做出正确诊断。

结论

诊断建议会影响心电图解读的诊断准确性。特别是当提供单一诊断建议(无论正确与否)时,准确性会受到显著影响。该研究表明,提供多条计算机化诊断可能会提高解读人员的诊断准确性。

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