Use of artificial neural networks to predict anterior communicating artery aneurysm rupture: possible methodological considerations.
editorial · Level V
Where this comes from
- Record sourced from PubMed, PMID 30413952.
- Also identified by DOI 10.1007/s00330-018-5794-3.
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Abstract
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.
Medical subject headings
- Algorithms
- Aneurysm, Ruptured
- Intracranial Aneurysm
- Neural Networks, Computer