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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Buckingham, C.D. Ahmed, A. Adams, A. |
| Copyright Year | 2013 |
| Description | Author affiliation: Warwick Med. Sch., Univ. of Warwick, Coventry, UK (Adams, A.) || Sch. of Eng. & Appl. Sci., Aston Univ., Birmingham, UK (Buckingham, C.D.; Ahmed, A.) |
| Abstract | Clinical Decision Support Systems (CDSSs) need to disseminate expertise in formats that suit different end users and with functionality tuned to the context of assessment. This paper reports research into a method for designing and implementing knowledge structures that facilitate the required flexibility. A psychological model of expertise is represented using a series of formally specified and linked XML trees that capture increasing elements of the model, starting with hierarchical structuring, incorporating reasoning with uncertainty, and ending with delivering the final CDSS. The method was applied to the Galatean Risk and Safety Tool, GRiST, which is a web-based clinical decision support system (www.egrist.org) for assessing mental-health risks. Results of its clinical implementation demonstrate that the method can produce a system that is able to deliver expertise targetted and formatted for specific patient groups, different clinical disciplines, and alternative assessment settings. The approach may be useful for developing other real-world systems using human expertise and is currently being applied to a logistics domain. |
| Starting Page | 211 |
| Ending Page | 218 |
| File Size | 349376 |
| Page Count | 8 |
| File Format | |
| ISBN | 9788360810521 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2013-09-08 |
| Publisher Place | Poland |
| Access Restriction | Subscribed |
| Rights Holder | Polish Information Processing Society |
| Subject Keyword | Context Sociology XML Psychology Ontologies Risk management Statistics |
| Content Type | Text |
| Resource Type | Article |
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