Login / Signup

Development of a machine learning-based prediction model for extremely rapid decline in estimated glomerular filtration rate in patients with chronic kidney disease: a retrospective cohort study using a large data set from a hospital in Japan.

Daijo InagumaHiroki HayashiRyosuke YanagiyaAkira KosekiToshiya IwamoriMichiharu KudoShingo FukumaYukio Yuzawa
Published in: BMJ open (2022)
UMIN 000037476; This study was registered with the UMIN Clinical Trials Registry.
Keyphrases
  • machine learning
  • clinical trial
  • big data
  • healthcare
  • electronic health record
  • artificial intelligence
  • emergency department
  • acute care
  • loop mediated isothermal amplification
  • data analysis
  • quantum dots