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Trustworthy AI for Healthcare Management

Politecnico di Milano

About this Course

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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/

Flexible deadlines

Reset deadlines in accordance to your schedule.

Shareable Certificate

Earn a Certificate upon completion

100% online

Start instantly and learn at your own schedule.

Beginner Level

Interest in healthcare, data science, or Trustworthy AI

Approx. 3 hours to complete

English

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Flexible deadlines

Reset deadlines in accordance to your schedule.

Shareable Certificate

Earn a Certificate upon completion

100% online

Start instantly and learn at your own schedule.

Beginner Level

Interest in healthcare, data science, or Trustworthy AI

Approx. 3 hours to complete

English

Could your company benefit from training employees on in-demand skills?

Try Coursera for Business

Instructor

Marco Brambilla

Professor

Politecnico di Milano

13,642 Learners

7 Courses

Offered by

Politecnico di Milano

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Syllabus - What you will learn from this course

Week1

Week 1

9 minutes to complete

Introduction

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.

9 minutes to complete

1 video (Total 9 min)

1 hour to complete

Introduction to Artificial Intelligence in Healthcare

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.

1 hour to complete

4 videos (Total 31 min)

Week2

Week 2

1 hour to complete

Introduction to Trustworthy Artificial Intelligence

1 hour to complete

3 videos (Total 26 min)

Week3

Week 3

1 hour to complete

Case Studies of Artificial Intelligence in Healthcare

1 hour to complete

3 videos (Total 33 min)

20 minutes to complete

Recap

20 minutes to complete

1 video (Total 10 min)

Frequently Asked Questions

When will I have access to the lectures and assignments?
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I purchase the Certificate?
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

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Trustworthy AI for Healthcare Management

Trustworthy AI for Healthcare Management

About this Course