Workshop on Machine Learning in Radiology 2019

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Date and Time

Location

Location

CHUV Centre Hospitalier Universaire Vaudois

46 Rue du Bugnon

Salon 20ème

1011 Lausanne

Switzerland

Event description

Description

Machine learing appears all but inevitable in radiology. In particular, deep learning techniques have shown some impressive results, and systematic meta-analyses in medical journals are starting to delineate more clearly the performance of machine learning approaches for diagnosis.

The research is far from done, however, and the idea of this workshop is to cut through the hype surrounding artificial intelligence in radiology, and to showcase translational or clinically applicable work that can be used in a radiology department. This includes improving acquisition/reconstruction (including e.g. denoising or synthetic approaches), diagnosis (e.g. disease subtyping), prognosis (e.g. time-to-conversion), or treatment planning (e.g. treatment response prediction).

This workshop will feature invited talks from national and international researchers that will illuminate the use of machine learning with radiology data, and show how these techniques can benefit clinical practice. There will also be ample time for discussion throughout the day, and lunch will be provided

The provisional programme is as follows:

08:15 08:45 Registration and welcome coffee
08:45 09:00 Opening remarks
09:00 10:30 SESSION 1 - What does machine learning bring to the table?
10:30 10:50 Coffee break
10:50 11:50 SESSION 2 - Infrastructureand workflows for machine learning in radiology
11:50 12:20 Panel Discussion
12:20 13:30 Lunch
13:30 14:30 SESSION 3 - Image processing applications
14:30 15:30 SESSION 4 - Explainable machine learning in radiology
15:30 16:00 Panel Discussion
16:00 16:05 Closing

The sessions, cofee break, and lunch will be held on the 20th floor of the CHUV in 'Salon XXème'.

This event is organized in collaboration by the CHUV Department of Radiology and Siemens Healthineers' Advanced Clinical Imaging Technology group.

Date and Time

Location

CHUV Centre Hospitalier Universaire Vaudois

46 Rue du Bugnon

Salon 20ème

1011 Lausanne

Switzerland

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