Name
Title | ||
|---|---|---|
A multi-layered framework for disseminating knowledge for computer-based decision support. |
Abstract | ||
|---|---|---|
Background There are several challenges in encoding guideline knowledge in a form that is portable to different clinical sites, including the heterogeneity of clinical decision support (CDS) tools, of patient data representations, and of workflows. Methods We have developed a multi-layered knowledge representation framework for structuring guideline recommendations for implementation in a variety of CDS contexts. In this framework, guideline recommendations are increasingly structured through four layers, successively transforming a narrative text recommendation into input for a CDS system. We have used this framework to implement rules for a CDS service based on three guidelines. We also conducted a preliminary evaluation, where we asked CDS experts at four institutions to rate the implementability of six recommendations from the three guidelines. Conclusion The experience in using the framework and the preliminary evaluation indicate that this approach has promise in creating structured knowledge, to implement in CDS systems, that is usable across organizations. |
Year | DOI | Venue |
|---|---|---|
2011 | 10.1136/amiajnl-2011-000334 | JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION |
Keywords | DocType | Volume |
software design,artificial intelligence | Journal | 18 |
Issue | ISSN | Citations |
SUPnan | 1067-5027 | 11 |
PageRank | References | Authors |
0.79 | 14 | 11 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Aziz A. Boxwala | 1 | 585 | 72.72 |
| Beatriz H Rocha | 2 | 22 | 4.04 |
| Saverio M. Maviglia | 3 | 67 | 18.37 |
| vipul kashyap | 4 | 1034 | 157.76 |
| Seth Meltzer | 5 | 52 | 3.37 |
| Jihoon Kim | 6 | 11 | 1.13 |
| Ruslana Tsurikova | 7 | 86 | 9.91 |
| Adam Wright | 8 | 11 | 0.79 |
| Marilyn D Paterno | 9 | 107 | 18.59 |
| Amanda Fairbanks | 10 | 17 | 2.26 |
| Blackford Middleton | 11 | 916 | 112.88 |