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

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Key PointsUse 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… Click to show full abstract

Key PointsUse 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.

Keywords: neural networks; predict anterior; networks predict; use artificial; artificial neural; anterior communicating

Journal Title: European Radiology
Year Published: 2018

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