E³ 120 - Artificial intelligence in radiology: the basics you need to know - ESR Connect

ADVANCED SESSION

E³ 120 - Artificial intelligence in radiology: the basics you need to know

  • 3 Lectures
  • 60 Minutes
  • 3 Speakers

No access granted. Register to watch.

Lectures

1
E3 120 - Conventional machine learning vs deep learning

E3 120 - Conventional machine learning vs deep learning

17:18M. de Bruijne, Rotterdam / NL

Learning Objectives

1. To understand the difference between machine learning and deep learning.
2. To learn about the various conventional machine learning techniques.
3. To learn about pros and cons of conventional machine learning vs deep learning.

2
E3 120 -  Training data for deep learning: what is needed?

E3 120 - Training data for deep learning: what is needed?

14:57B. Glocker, London / UK

Learning Objectives

1. To understand how deep learning algorithms are trained.
2. To learn about methods to perform deep learning in case of limited training data.
3. To understand the limits of deep learning approaches.

3
E3 120 -  Clinical applications of artificial intelligence (AI) in medical imaging

E3 120 - Clinical applications of artificial intelligence (AI) in medical imaging

13:17N. Papanikolaou, Lisbon / PT

Learning Objectives

1. To learn about the current state of the art of AI applications in medical imaging.
2. To focus on the current challenges related to AI development and deployment in clinical conditions.
3. To understand how AI will transform medical imaging in the long term.

Watch ECR 2020 live

This session is part of ECR 2020 Live. Please register for ECR 2020 Live in order to get access.

  • ESR MEMBERS €350
  • NON MEMBERS €350

Speakers

Presenter

Marleen de Bruijne

Rotterdam, Netherlands

Presenter

Nickolas Papanikolaou

Lisbon, Portugal

Presenter

Ben Glocker

London, United Kingdom