Login / Signup

Biomarkers from circulating neutrophil transcriptomes have potential to detect unruptured intracranial aneurysms.

Vincent M TutinoKerry E PoppenbergLu LiHussain ShallwaniKaiyu JiangJames N JarvisYijun SunKenneth V SnyderElad I LevyAdnan H SiddiquiJohn KolegaVincent M Tutino
Published in: Journal of translational medicine (2018)
Our findings demonstrate the potential of machine-learning methods to classify IA cases and create predictive models for unruptured IAs using circulating neutrophil transcriptome data. Future studies are needed to replicate these findings in larger cohorts.
Keyphrases
  • machine learning
  • middle cerebral artery
  • single cell
  • internal carotid artery
  • big data
  • gene expression
  • rna seq
  • electronic health record
  • artificial intelligence
  • deep learning
  • dna methylation
  • endovascular treatment