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Artificial intelligence and the analysis of multi-platform metabolomics data for the detection of intrauterine growth restriction.

Ray Oliver Bahado-SinghAli YilmazHalil BisginOnur TurkogluPraveen KumarEric ShermanAndrew MrazikAnthony OdiboStewart F Graham
Published in: PloS one (2019)
A systematically selected panel of metabolites was shown to accurately detect IUGR in newborn cord blood serum. Significant disturbance of hepatic function and energy generating pathways were found in IUGR cases.
Keyphrases
  • artificial intelligence
  • cord blood
  • big data
  • machine learning
  • deep learning
  • mass spectrometry
  • ms ms
  • loop mediated isothermal amplification
  • electronic health record
  • high throughput
  • real time pcr
  • label free