Careflow planning: from time-annotated clinical guidelines to temporal hierarchical task networks
AIME'11 Proceedings of the 13th conference on Artificial intelligence in medicine
KR4HC'11 Proceedings of the 3rd international conference on Knowledge Representation for Health-Care
Using Recommendation to Support Adaptive Clinical Pathways
Journal of Medical Systems
On mining clinical pathway patterns from medical behaviors
Artificial Intelligence in Medicine
Summarizing clinical pathways from event logs
Journal of Biomedical Informatics
Knowledge-Driven adaptive execution of care pathways based on continuous planning techniques
BPM' 2012 Proceedings of the 2012 international conference on Process Support and Knowledge Representation in Health Care
Computers in Biology and Medicine
A knowledge-based architecture for the management of patient-focused care pathways
Applied Intelligence
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One of the main challenges to be confronted by modern health care, so as to increase treatment quality, is the personalization of treatment. The treatment personalization requires the continuous reconfiguration and adaptation of the selected treatment schemes according to the “current” clinical status of each patient and “current” circumstances inside a health care organization that change rapidly, as well as the updated medical knowledge. In this paper, we present an innovative software environment that provides an integrated IT solution concerning the adaptation of health care processes (clinical pathways) during execution time. The software comprises a health care process execution engine assisted by a semantic infrastructure for reconfiguring the clinical pathways. During the execution of clinical pathways, the system reasons over the rules and reconfigures the next steps of the treatment. A graphical designer interface is implemented for the definition of the rule-set for the clinical pathways adaptation in a user-friendly way.