Machine Learning
Machine Learning
On the Process of Making Descriptive Rules
Collaboration between Human and Artificial Societies, Coordination and Agent-Based Distributed Computing
A Data Mining Alternative to Model Hospital Operations: Filtering, Adaption and Behaviour Prediction
ISMDA '00 Proceedings of the First International Symposium on Medical Data Analysis
Improving HISYS1 with a Decision Support System
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
A Markov analysis of patients developing sepsis using clusters
KR4HC'10 Proceedings of the ECAI 2010 conference on Knowledge representation for health-care
Guideline composition from minimum basic data set
CBMS'03 Proceedings of the 16th IEEE conference on Computer-based medical systems
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A file of episodes stores data about the patients that are admitted to a hospital. This structure can be analyzed to obtain clinical, supervision and normative knowledge about the hospital functioning. HISYS1 is a system that integrates graphical and artificial intelligence techniques to automatically generate hospital decision support systems that organize and use the above knowledge to predict the evolution of the new patients. The system has been proved with the patients of the Hospital Joan XXIII in Tarragona (Spain) for six diagnoses.