Towards Model-Driven Assessment of Clinical Processes

被引:0
|
作者
Amato, Flora [1 ]
Cozzolino, Giovanni [1 ]
D'Alessio, Alessandra [1 ]
Marrone, Stefano [2 ]
Mazzocca, Nicola [1 ]
Mele, Gianluca [1 ]
Nardone, Roberto [1 ]
机构
[1] Univ Naples Federico II, DIETI, Naples, Italy
[2] Seconda Univ Napoli, Dip Matemat & Fis, Naples, Italy
关键词
Dynamic state machine; Workflow management; Workflow modelling; Semantic processing; E-health organisations; VERIFICATION;
D O I
10.1007/978-3-319-19830-9_11
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
E-Health organisations have seen in these years a rapid growth in the complexity and criticality of the processes they manage. This paper defines an approach for modelling clinical workflows based on Model-Driven principles; in particular the modelling activity is supported by the Dynamic State Machine (DSTM) formalism, that is a well-formed graphical language able to represent state based systems. The main advantage of using such a language resides in obtaining formal models of clinical workflows (whose semantics is strong and precise), with an high level of usability. While the focus of the paper is clearly on modelling, the application of Model-Driven principles allows a tight integration between the control flow of the clinical processes and the information that can be extracted from informal documentation. The approach is shown by applying it to the case study of a real world treatment process of bipolar and mood disorders.
引用
收藏
页码:121 / 132
页数:12
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