The Analysis of Hospital Episodes

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.

[1]  David Riaño,et al.  A Data Mining Alternative to Model Hospital Operations: Filtering, Adaption and Behaviour Prediction , 2000, ISMDA.

[2]  Miquel Sànchez-Marrè,et al.  Collaboration between Human and Artificial Societies , 1999, Lecture Notes in Computer Science.

[3]  David Riaño,et al.  Improving HISYS1 with a Decision Support System , 2001, AIME.

[4]  Victor Maojo,et al.  Medical Data Analysis , 2001, Lecture Notes in Computer Science.

[5]  David Riaño On the Process of Making Descriptive Rules , 1999, Collaboration between Human and Artificial Societies.