Time-critical dynamic decision modeling in medicine

Computers in Biology and Medicine

Volumn 32, Issue 2, 2002, Pages 85-97

  Xiang, Yanping ^a   Poh, Kim Leng ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

Medical decision support systems; Model abstraction; Temporal representation; Time critical dynamic decision making

Indexed keywords

ALGORITHMS; CARDIOVASCULAR SYSTEM; COMPUTATIONAL COMPLEXITY; MEDICAL APPLICATIONS; MEDICAL COMPUTING;

TEMPORAL ABSTRACTION;

MEDICINE;

ALGORITHM; ARTICLE; HEART ARREST; HUMAN; MEDICAL DECISION MAKING; PRIORITY JOURNAL; PROBLEM SOLVING; TIME;

ALGORITHMS; COMPUTER SIMULATION; CRITICAL CARE; DECISION SUPPORT TECHNIQUES; HEART ARREST; HUMANS; TIME AND MOTION STUDIES;

EID: 0036186759     PISSN: 00104825     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0010-4825(01)00036-1     Document Type: Article

References (28)

1. Dynamic programming and influence diagrams
2. Tradeoffs in constructing and evaluating temporal influence diagrams
3. Tradeoffs in knowledge-based construction of probabilistic models
4. Dynamic network construction and updating techniques for the diagnosis of acute abdominal pain
5. The Markov process in medical prognosis
6. Stochastic trees: A new technique for temporal medical decision modeling
7. Display of information for time-critical decision making
8. Time-critical action: Representations and application
9. Influence diagrams
10. Evaluating influence diagrams
11. Probabilistic inference and influence diagrams
12. Efficient temporal probabilistic reasoning via context-sensitive model construction
13. Knowledge-based time-critical dynamic modelling
14. Temporal reasoning and temporal data maintenance in medicine: Issues and challenges
15. A temporal database mediator for protocol-based decision support
16. Knowledge-based temporal abstraction in clinical domains
17. Representing and developing temporally abstracted knowledge as means towards facilitating time modeling in medical decision-support systems
18. A structurally and temporally extended Bayesian Belief network model: Definitions, properties, and modelling technique
19. A new formalism for time modeling in medical decision-support systems
20. Reasoning about the value of decision-model refinement: Methods and application