International Journal of Man-Machine Studies
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
Ambient intelligence in assisted living: enable elderly people to handle future interfaces
UAHCI'07 Proceedings of the 4th international conference on Universal access in human-computer interaction: ambient interaction
Formalization of treatment guidelines using Fuzzy Cognitive Maps and semantic web tools
Journal of Biomedical Informatics
Intuitionistic Fuzzy Cognitive Maps for Medical Decision Making
IEEE Transactions on Information Technology in Biomedicine
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In the current work, we present our position towards the modeling of a decision support system for health assessment and prevention of risky situations in the life of seniors. A two-layer architecture based on the Fuzzy Cognitive Maps (FCMs) methodology is considered as the main tool to encode medical knowledge and reason about the health status of seniors. This is the initial step, since outputs of several discrete FCM models are then combined to form the input concepts for an upper level schema (the health status of the senior) of upper-level concepts and relationships, so as to infer about recommended individualized therapies and interventions that would help therapists to prevent risky situations and enhance the independence and quality of life of the seniors. A modeling sample of the depression assessment is presented at the first level of the proposed architecture, while am integration schema of the proposed approach provides a view of our future extended model.