Sessions

Machine Learning Marketplace (Two-Hour Rapid Review and Face-to-Face Walkabout Session)

New this year is our first-ever, two-hour Machine Learning Marketplace.  Selected from over sixty submissions, we have chosen ten innovative machine learning projects to share their approach and best practices.  During the first hour, each system will present a 5 minute Rapid Review summary of their machine learning project to the entire audience.  During the second hour, we will feature their projects in ten different stations where the audience walk around, select, and learn more about these projects with face-to-face interactions.  The featured machine learning projects include…

  • Real-time inpatient care
  • Detecting errors in medical data (patient comorbidities)
  • Predicting targeted nursing turnover
  • Optimizing no-show rates
  • NLP falls analytics
  • Sustaining machine learning models over time
  • No-show patient analytics
  • Opioid risk prediction tool
  • Heart failure readmission risks, closed-loop analytics
  • NLP analytics from VOC surveys and social media

Apply to be an Analytics Walkabout Speaker

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