sitem-insel AG

The first module introduces data sets for a concrete AI project in Medical Imaging. It teaches participants on how to use tools to prepare imaging data for analysis with Artificial Intelligence. After introducing basic principles and procedures for data preparation, participants will be able to take part in data collection processes as well as in the evaluation of large amounts of medical data by the use of Artificial Intelligence. Throughout the period of the CAS, participants will use different AI methods to analyze the data.

Main learning objectives

• Participants learn how to use tools to prepare imaging data for analysis with Artificial Intelligence
• Participants will be able to take part in data collection processes as well as in the evaluation of large amounts of medical data by the use of Artificial Intelligence
• Throughout the period of the CAS, participants use different AI methods to analyze these data

Learning content

• Data curation and preparation and Python Programming

1. Deliverable: Project proposal including selection of data set

2. Deliverable: Definition of factors to be included in machine learning model and basic statistical analysis of data set

3. Deliverable: Report of machine learning analysis

• Project presentation