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Use of artificial neural networks to predict anterior communicating artery aneurysm rupture: possible methodological
Guido Adriaan de Jong1, René Aquarius2
1Radboud University Medical Center, Department of Neurosurgery, Radboud University Medical Center, Geert Grooteplein-Zuid 30, Internal post number 633, 6525 GA, Nijmegen, The Netherlands.
European Radiology
|November 11, 2018
Abstract
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.
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