Trustworthy AI for Healthcare Management

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Trustworthy AI for Healthcare Management

Instructor: Marco Brambilla

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5 modules

Gain insight into a topic and learn the fundamentals.

68 reviews

Beginner level

Recommended experience

3 hours to complete

Flexible schedule

Learn at your own pace

5 modules

Gain insight into a topic and learn the fundamentals.

68 reviews

Beginner level

Recommended experience

3 hours to complete

Flexible schedule

Learn at your own pace

Skills you'll gain

Details to know

Shareable certificate

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Assessments

8 assignments

Taught in English

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There are 5 modules in 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/

Artificial Intelligence has the potential to drastically alter the healthcare sector. To maximize benefits and mitigate unintended negative consequences, the European Commission's High-Level expert group on Artificial Intelligence proposed a framework for Trustworthy Artificial Intelligence. This modules provides an overview on artificial intelligence in the healthcare sector, Trustworthy AI, and what topics the following modules will touch in more detail.

What's included

1 video

The later modules in the course will expect some basic knowledge on artificial intelligence, which will be introduced in this module. The introduction will focus on very high level concepts and will be free of formulae. First, we will bring some clarification on the term "artificial intelligence" (or AI for short) and give a historical overview on how AI was applied in healthcare and how this application changed over time. We also go over possible applications of AI in healthcare, and show common challenges AI systems face. Finally, we will go over some of the ways AI systems can be made understandable to humans users.

What's included

4 videos4 assignments

4 videos Total 31 minutes

What is Artificial Intelligence 7 minutes
Applications of Artificial Intelligence in Healthcare 7 minutes
Challenges for Artificial Intelligence in Healthcare 8 minutes
Explainable Artificial Intelligence 9 minutes

4 assignments Total 40 minutes

Basics of Artificial Intelligence 10 minutes
Applications of Artificial Intelligence in Healthcare 10 minutes
Challenges for Artificial Intelligence in Healthcare 10 minutes
Explainable Artificial Intelligence 10 minutes

This module is an introduction to Trustworthy Artificial Intelligence. First, we will introduce the Ethics Guidelines for Trustworthy AI, especially the core ethical principles for trustworthy AI systems, and key requirements to implement them. Then, we will have a look at Z-Inspection®, a process to assess trustworthy AI in practice.

What's included

3 videos3 assignments

3 videos Total 26 minutes

Ethical Principles of Trustworthy Artificial Intelligence 6 minutes
Realizing Trustworthy Artificial Intelligence 11 minutes
Assessing Trustworthy Artificial Intelligence 10 minutes

3 assignments Total 50 minutes

Assessing Trustworthy Artificial Intelligence 30 minutes
Ethical Principles of Trustworthy Artificial Intelligence 10 minutes
Realizing Trustworthy Artificial Intelligence 10 minutes

In this module, we will look at three different case-studies, to see examples of the application of AI in healthcare and how trustworthy AI assessments can look in practice.

What's included

3 videos

In this module we recap the course content and give practical recommendations for the assessment and implementation of AI systems in healthcare.

What's included

1 video1 assignment

Instructor

Instructor ratings

(26 ratings)

Marco Brambilla

7 Courses 22,815 learners

Offered by

Politecnico di Milano

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Reviewed on May 19, 2025

Buen curso, sencillo y muy interesante para pensar las limitantes de la AI

Reviewed on Sep 6, 2023

such a wonderful course!thanks a lot to the instructor and to the coursera for providing such a learning platform

Reviewed on Mar 22, 2023

This course was very well structured and provided a very articulate presentation of the content.

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