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Trustworthy AI for Healthcare Management
Coursera
Course
Unknown

Trustworthy AI for Healthcare Management

Politecnico di Milano

This course introduces trustworthy AI and its healthcare applications, including the Z-Inspection® assessment process and real-world case studies on ethical AI use.

Unknown5 weeksEnglish4,126 enrolled

About this Course

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/

What You'll Learn

  • Understand fundamentals of trustworthy and ethical AI applications
  • Recognize and apply the Z-Inspection® assessment process
  • Analyze real-world healthcare AI case studies
  • Learn evaluation of AI systems based on trust and ethics criteria

Prerequisites

  • Interest in healthcare, data science, or trustworthy AI

Instructors

M

Marco Brambilla

Professor

Topics

Health Informatics
Health
Philosophy
Arts and Humanities
Data Ethics
Verification And Validation
Health Care Procedure and Regulation
Model Evaluation
Artificial Intelligence
Health Technology

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

معلوماتية الصحة
الصحة
الفلسفة
العلوم الإنسانية
أخلاقيات البيانات
التحقق والاعتماد
إجراءات وتنظيم الرعاية الصحية
تقييم النماذج
Artificial Intelligence
Health Technology

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