4.4 Review

Artificial intelligence, fetal echocardiography, and congenital heart disease

期刊

PRENATAL DIAGNOSIS
卷 41, 期 6, 页码 733-742

出版社

WILEY
DOI: 10.1002/pd.5892

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资金

  1. Wellcome Trust/EPSRC Centre for Medicial Engineering [WT 203148/Z/16/Z]
  2. Wellcome Trust [102431]

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The recent surge in the utilization of artificial intelligence (AI) has extended to the field of fetal cardiology, showing potential for improving prenatal diagnoses of congenital heart disease and providing accurate prognoses for individuals. However, ethical and governance concerns need to be addressed before widespread acceptance and use of AI in this field.
There has been a recent explosion in the use of artificial intelligence (AI), which is now part of our everyday lives. Uptake in medicine has been more limited, although in several fields there have been encouraging results showing excellent performance when AI is used to assist in a well-defined medical task. Most of this work has been performed using retrospective data, and there have been few clinical trials published using prospective data. This review focuses on the potential uses of AI in the field of fetal cardiology. Ultrasound of the fetal heart is highly specific and sensitive in experienced hands, but despite this there is significant room for improvement in the rates of prenatal diagnosis of congenital heart disease in most countries. AI may be one way of improving this. Other potential applications in fetal cardiology include the provision of more accurate prognoses for individuals, and automatic quantification of various metrics including cardiac function. However, there are also ethical and governance concerns. These will need to be overcome before AI can be widely accepted in mainstream use. It is likely that a familiarity of the uses, and pitfalls, of AI will soon be mandatory for many healthcare professionals working in fetal cardiology.

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