Trustworthy AI for Healthcare Management
This MOOC gives an introduction to trustworthy artificial intelligence and its application in healthcare. This includes modules on basics of artificial intelligence and an introduction to trustworthy and ethical applications of artificial intelligence. A dedicated lesson will present the Z-Inspection® process for assessing trustworthy AI, and real-world case studies will illustrate how to apply the knowledge. The course is aimed at healthcare professionals, patients, and AI practitioners. It does not require previous knowledge on AI.
Monthly Subscription Starting at AED 99 + VAT
- Level Foundation
- Duration 4 hours
- Course by Politecnico di Milano
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This MOOC gives an introduction to trustworthy artificial intelligence and its application in healthcare. This includes modules on basics of artificial intelligence and an introduction to trustworthy and ethical applications of artificial intelligence. A dedicated lesson will present the Z-Inspection® process for assessing trustworthy AI, and real-world case studies will illustrate how to apply the knowledge. The course is aimed at healthcare professionals, patients, and AI practitioners. It does not require previous knowledge on AI. Participants will learn: - How AI systems work and learn - What tasks can be solved by AI - Common challenges for AI in healthcare - Fundamentals of Trustworthy AI - How to assess Trustworthy AI - How Trustworthy AI assessments look in practice This course was developed by Goethe University Frankfurt as part of the research project 'Pan-European Response to the Impacts of the COVID-19 and future Pandemics and Epidemics' (PERISCOPE). Funded by the European Commission Research Funding programme Horizon 2020 under the Grant Agreement number 101016233, PERISCOPE investigates the broad socio-economic and behavioural impacts of the COVID-19 pandemic, to make Europe more resilient and prepared for future large-scale risks. PERISCOPE website: https://www.periscopeproject.eu/Modules
Introduction and Course Overview
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- Introduction and Course Overview
What is Artificial Intelligence
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- Basics of Artificial Intelligence
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- What is Artificial Intelligence
Applications of Artificial Intelligence in Healthcare
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- Applications of Artificial Intelligence in Healthcare
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- Applications of Artificial Intelligence in Healthcare
Challenges for Artificial Intelligence in Healthcare
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- Challenges for Artificial Intelligence in Healthcare
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- Challenges for Artificial Intelligence in Healthcare
Explainable Artificial Intelligence
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- Explainable Artificial Intelligence
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- Explainable Artificial Intelligence
Ethical Principles of Trustworthy Artificial Intelligence
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- Ethical Principles of Trustworthy Artificial Intelligence
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- Ethical Principles of Trustworthy Artificial Intelligence
Realizing Trustworthy Artificial Intelligence
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- Realizing Trustworthy Artificial Intelligence
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- Realizing Trustworthy Artificial Intelligence
Assessing Trustworthy Artificial Intelligence
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- Assessing Trustworthy Artificial Intelligence
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- Assessing Trustworthy Artificial Intelligence
Detecting Cardiac Arrest Symptoms in Emergency Calls
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- Detecting Cardiac Arrest Symptoms in Emergency Calls
Classifying Skin Lesions
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- Classifying Skin Lesions
Assessing Lung Damage from Chest X-Rays
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- Assessing Lung Damage from Chest X-Rays
Recap and Practical Recommendations for Trustworthy Artificial Intelligence in Healthcare
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- Practical Recommendations
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- Recap and Practical Recommendations for Trustworthy Artificial Intelligence in Healthcare
Auto Summary
"Trustworthy AI for Healthcare Management" is a foundational course by Goethe University Frankfurt, offered on Coursera, focusing on the application of artificial intelligence in healthcare. Aimed at healthcare professionals, patients, and AI practitioners, the course covers AI basics, ethical applications, and the Z-Inspection® process for trustworthy AI. With no prior AI knowledge required, learners will explore AI system functions, healthcare challenges, and practical assessment methods through real-world case studies. Funded by Horizon 2020, this 240-minute course is available via Starter and Professional subscriptions.
Marco Brambilla