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Beginnt 4 June 2026 02:37

Endet 4 June 2026

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The data to decision path for infusion of AI in healthcare

Explore AI's transformative role in healthcare decision-making through data integration, predictive analytics, and strategic implementation across clinical and administrative functions.
University of Colorado System via Coursera

University of Colorado System

14 Kurse


The University of Colorado System consists of four campuses throughout the state and provides education to more than 70,000 students each year. CU offers a broad spectrum of academic programs, inclusive of highly-rated graduate programs in the disciplines of business, law, and engineering.

7 hours 56 minutes

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Übersicht

This course explores AI’s role in healthcare decision-making, focusing on data integration, predictive intelligence, and operational impact. Learners will examine AI’s use in clinical and administrative functions, data governance, and workflow integration.

Through real-world examples, they will gain insights into AI’s potential, challenges, and strategic implementation in healthcare.

Lehrplan

  • The Role of AI in the Data-Information-Analysis-Decision (DIAD) Process in Healthcare
  • Covers how AI supports the DIAD pipeline, from raw data to informed healthcare decisions.
  • Emphasizing Analytics in DIAD for Healthcare
  • Focuses on the centrality of analytics in transforming data into actionable insights for healthcare.
  • AI and ML-Relevant Algorithms for Healthcare Models
  • Introduces fundamental AI and machine learning algorithms widely used in healthcare applications.
  • AI-Relevant Complex Algorithms for Healthcare Models
  • Explores advanced AI algorithms designed for complex healthcare modeling challenges.

Unterrichtet von

Jiban Khuntia


Fachgebiete

Computer Science