Rule Based Scoring vs ML Based Scoring

On this educational webinar, Yoav Nygate, EnsoData’s AI Engineering Manager describes the differences between traditional rule based auto scoring, and the scoring of sleep tests using Machine Learning, and presents the following learning objectives:

  • Definitions of Artificial Intelligence (AI) and Software-Assisted Automation
  • Definitions of Machine Learning (ML) and Deep Learning (DL)
  • The relationship between AI, ML, and DL
  • Relatable examples of each
  • Examples of AI in sleep medicine
  • Definitions of rule based and ML based sleep scoring
  • The differences between these two types of sleep scoring methods

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