MedRACER:
Reasoning with Ambiguous and Conflicting Evidence and Recommendations in Medicine
Workshop at the 16th International Conference on Principles of Knowledge Representation and Reasoning (KR 2018)
29 October 2018 - Tempe, Arizona, USA
29 October 2018 - Tempe, Arizona, USA
Argumentation-based clinical decision support system in ROAD2H
I will describe recent efforts within the ROAD2H project (www.road2h.org) to build a decision support system able to reconcile guidelines providing conflicting recommendations for patients with comorbidities, and taking into account national and regional specificities and data.
Detecting and representing contradictions and disagreements in medical guidelines
I will describe some of our work on text mining and building representations of contradictory information in medical guidelines. The talk will span from discussing specific architectures we have been using to some very abstract formal representations, and discuss many gaps that would need to be addressed before we can build reasoning systems to support humans in medical decision making in this space. This is joint work with my student Hossein Hematialam and Dr. Luciana Garbayo from U. Central Florida.
Accepted papers: