Name
Title | ||
|---|---|---|
Knowledge-based decision system for automatic sleep staging using symbolic fusion in a turing machine-like decision process formalizing the sleep medicine guidelines. |
Abstract | ||
|---|---|---|
•Degree of adoption of decision support tools is improved by knowledge integration.•5 abstraction layers based Expert systems allows local and global reasoning.•Guidelines indicate a specific decision support system for each sleep stage.•Turing-Machine like decision process reflects dynamic of sleep.•Evaluation should be conducted using inter-rater agreement rates. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1016/j.eswa.2018.07.023 | Expert Systems with Applications |
Keywords | Field | DocType |
Sleep stages,Symbolic fusion,Knowledge based systems,Automated decision support systems,Turing machine,Polysomnography | Decision rule,Computer science,Sleep medicine,Knowledge-based systems,Turing machine,Turing,Artificial intelligence,Cognition,Sleep Stages,Machine learning,Polysomnography | Journal |
Volume | ISSN | Citations |
114 | 0957-4174 | 0 |
PageRank | References | Authors |
0.34 | 21 | 9 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Adrien Ugon | 1 | 16 | 8.67 |
| Amina Kotti | 2 | 0 | 1.35 |
| Brigitte Séroussi | 3 | 100 | 29.42 |
| Karima Sedki | 4 | 37 | 11.74 |
| Jacques Bouaud | 5 | 111 | 33.21 |
| J. -G. Ganascia | 6 | 4 | 3.03 |
| Patrick Garda | 7 | 60 | 20.26 |
| Carole Philippe | 8 | 13 | 3.56 |
| Andréa Pinna | 9 | 36 | 12.59 |