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Cardiotocogram Analyzer

$800.00 / month
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The Cardiotocogram Analyser is an artificial intelligence agent for automating cardiotocography analysis. The bot is trained using 2126 real-world foetal cardiotocograms (CTGs) that have been labelled by expert obstetricians as Normal foetal state, Suspect foetal state and Pathologic foetal state.

The bot needs the following inputs (features) when making diagnosis:

  • LB – FHR baseline (beats per minute)
  • AC – accelerations per second
  • FM – fetal movements per second
  • UC – uterine contractions per second
  • DL – light decelerations per second
  • DS – severe decelerations per second
  • DP – prolongued decelerations per second
  • ASTV percentage of time with abnormal short term variability
  • MSTV – mean value of short term variability
  • ALTV – percentage of time with abnormal long term variability
  • MLTV – mean value of long term variability
  • Width – width of FHR histogram
  • Min – minimum of FHR histogram
  • Max – Maximum of FHR histogram
  • Nmax – histogram peaks
  • Nzeros – histogram zeros
  • Mode – histogram mode Mean – histogram mean
  • Median – histogram median
  • Variance – histogram variance
  • Tendency – histogram tendency

Copy and paste the code to embed the bot on your site:

<iframe style="max-width: 100% !important; border: none; height:260px" width="560" src="https://hailp.com/api/main/loadwidget/475/parent/csvbulk"></iframe>

TRY ME, FILL IN THE FIELDS BELOW

Data source: Lichman, M. (2013). UCI Machine Learning Repository [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California, School of Information and Computer Science.

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