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Nationwide epidemiology and clinical practice patterns of pediatric urinary tract infections: application of multivariate time-series clustering.

Yusuke OkuboKazuhiro UdaIsao MiyairiNobuaki MichihataRyosuke KumazawaHiroki MatsuiKiyohide FushimiHideo Yasunaga
Published in: Pediatric nephrology (Berlin, Germany) (2023)
Our study provided novel insight into the epidemiology and practice patterns for pediatric UTIs. Time-series clustering can be useful to identify the hospitals with aberrant practice patterns to further promote antimicrobial stewardship. A higher resolution version of the Graphical abstract is available as Supplementary information.
Keyphrases
  • urinary tract infection
  • clinical practice
  • risk factors
  • single cell
  • rna seq
  • healthcare
  • single molecule
  • data analysis
  • social media