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Course

Applications of AI in Healthcare

29 jul. 2026 - 2 sep. 2026

This MOOC is a fast start for healthcare professionals, including those in non-technical roles, on the applications of AI. It focuses on deep learning and AI-based automation in clinical and organizational settings, covering practical topics such as medical imaging, model interpretability, AI mistrust, and the legal and ethical considerations of using AI in medicine.

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Praktische info:

29 jul. 2026 - 2 sep. 2026
27 uur
Online
Engels
Doelgroep: Clinicians and other healthcare professionals

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  • Prijs: Prijs op aanvraag
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What you'll learn

This course gives you a solid understanding of AI's capabilities, benefits, and limitations, along with practical strategies to contribute to AI-driven innovation in your organization. You will learn how to:

  • Identify common tasks in a medical environment that can be solved with AI models
  • Describe how AI models are developed and trained to automate clinical tasks, and build one yourself if you take the Builder Track
  • Interpret the inner workings of AI models, the foundation of "understandable AI"
  • Mitigate challenges in the clinical use of AI, including AI mistrust and legal and ethical considerations
  • Evaluate and discuss the role of AI in real medical and organizational settings

Curriculum

  • Module 1 : Overview of AI in Clinical Environments
  • Module 2 : Automatic Diagnosis of Respiratory Disease With AI
  • Module 3 : Automatic Segmentation Analysis of Medical Images
  • Module 4 : Automatic Enhancements of Medical Images
  • Module 5 : AI in Histology
  • Module 6 : AI Mistrust and Explainable AI
  • Module 7 : Mental Health and AI
  • Module 8 : The Challenges of AI in Healthcare
  • Module 9 : The Future of AI in Healthcare

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