Table 4

Limitations in echo imaging that make artificial intelligence implementation in valve disease more challenging

Image qualitySpeckle noise, artefact.
Frame rateLow frame rates, irregular frames resulting in fast and irregular motion of the valve leaflets.
EchogenicityLack of features to discriminate heart valve from adjacent myocardium, which have similar intensity and texture.