AI Innovation in Healthcare
AI is transforming healthcare, offering new ways to improve diagnostics, personalize treatment, and streamline clinical workflows. In this course, you will explore why AI is essential in modern healthcare, examining how data—ranging from electronic health records to medical imaging—drives AI-powered solutions.
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You’ll be introduced to key data exploration techniques used to uncover patterns and insights in healthcare data, as well as foundational AI approaches, including traditional rule-based systems, predictive analytics, and emerging generative AI models.
We’ll also discuss the challenges of AI in healthcare, including biases, ethical concerns, and AI ‘hallucinations’—instances where AI generates misleading or incorrect information. By the end of this course, you’ll have a solid understanding of AI’s capabilities and limitations in healthcare and be prepared to critically assess its role in patient care and decision-making.
Modules
- Module 1 Why AI is important for healthcare (4 hours)
- Module 2 Data and basis approaches to data exploration (4 hours)
- Module 3 Introduction to traditional and predictive AI (3 hours)
- Module 4 Introduction to generative AI (3 hours)
Gerelateerde opleidingen
RCR: Clinical Radiology AI Blended Learning Programme
Course - Online - The Royal College of Radiologists