Use of artificial neural networks to predict anterior communicating artery aneurysm rupture: possible methodological considerations.

KEY POINTS: Use of algorithms to generate synthetic cases might result in a misrepresentation of the entire population. Training an artificial neural network with a mix of real and synthetic data might lead to non-realistic prediction precision.