AI Hospital
Apr 2019 - Jan 2020
Project description
Development of prediction models for outcome prediction of multiple cancers based on deep learning. Models will be integrated in a service platform for health care professionals to use.
AI in Clinical Decision Support: a Computational Argumentation Framework for Multimorbidity
Apr 2018 – Jan 2020
Project description
Use of Computational Argumentation for Conflict Resolution when reasoning with medical recommendations in patients with multimorbidity. The main contribution is the ASPIC-G framework, which introduces goals in Computational Argumentation and was shown to have a direct equivalence to practical reasoning methods, namely to Multiple-Criteria Decision Analysis.
CompGuide: Active Guidelines in a Clinical Setting
Jan 2012 – Mar 2017
Project description
The main contribution was a framework called CompGuide that makes Computer-Interpretable Guidelines more flexible, interactive, and adaptable, by covering the fundamental aspects of automated guideline deployment, namely guideline ontological representation, creation and editing, guideline execution, and decision-making with incomplete information through a method of Speculative Computation.