Research Presentation Sessions: Imaging Informatics / Artificial Intelligence and Machine Learning

New trends in artificial intelligence (AI) and steps for AI standardisation

Lectures

1
Introduction by the moderator - Merel Huisman, Utrecht / NL

Introduction by the moderator - Merel Huisman, Utrecht / NL

04:00

2
The impact of digitalisation on COVID-19 outcomes and government responses - Helen Heinrichs, Aachen / DE

The impact of digitalisation on COVID-19 outcomes and government responses - Helen Heinrichs, Aachen / DE

08:00

3
Innovation trends in radiology: is it a long way to the top? - Larisa Gorenstein, Ramat Gan / IL

Innovation trends in radiology: is it a long way to the top? - Larisa Gorenstein, Ramat Gan / IL

08:00

4
Selecting, evaluating and monitoring artificial intelligence models for clinical use - Bibb Allen, Birmingham / US

Selecting, evaluating and monitoring artificial intelligence models for clinical use - Bibb Allen, Birmingham / US

08:00

5
The Image Biomarker Standardisation Initiative (IBSI) on reproducible convolutional radiomics - Alex Zwanenburg, Dresden / DE

The Image Biomarker Standardisation Initiative (IBSI) on reproducible convolutional radiomics - Alex Zwanenburg, Dresden / DE

08:00

6
Towards personalised predictions in medical imaging: Siamese networks, Gaussian processes and memory networks for colonic transit time-series data - Brendan Kelly, Dublin / IE

Towards personalised predictions in medical imaging: Siamese networks, Gaussian processes and memory networks for colonic transit time-series data - Brendan Kelly, Dublin / IE

08:00

7
QuantImage v2: 
a clinician-in-the-loop cloud 
platform for radiomics research - Adrien Depeursinge, Sierre / CH

QuantImage v2: 
a clinician-in-the-loop cloud 
platform for radiomics research - Adrien Depeursinge, Sierre / CH

08:00

8
Continual active learning for efficient image labelling while image characteristics change - Matthias Perkonigg, Wien / AT

Continual active learning for efficient image labelling while image characteristics change - Matthias Perkonigg, Wien / AT

08:00