Constraint-based modeling and scheduling of clinical pathways

Authors:
Armin Wolf
Affiliations:
Fraunhofer FIRST, Berlin, Germany
Venue:
CSCLP'09 Proceedings of the 14th Annual ERCIM international conference on Constraint solving and constraint logic programming
Year:
2009

Citing 14
Cited 1

Worst-case Analysis of Set Union Algorithms

Journal of the ACM (JACM)
Temporal constraint networks

Artificial Intelligence - Special issue on knowledge representation
Maintaining knowledge about temporal intervals

Communications of the ACM
Distributed constraint optimization for medical appointment scheduling

Proceedings of the fifth international conference on Autonomous agents
Constraint-Based Scheduling

Constraint-Based Scheduling
Algorithms for propagating resource constraints in AI planning and scheduling: existing approaches and new results

Artificial Intelligence
Modelling Producer/Consumer Constraints

CP '95 Proceedings of the First International Conference on Principles and Practice of Constraint Programming
A New Multi-resource cumulatives Constraint with Negative Heights

CP '02 Proceedings of the 8th International Conference on Principles and Practice of Constraint Programming
TAME

AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
When do bounds and domain propagation lead to the same search space

Proceedings of the 3rd ACM SIGPLAN international conference on Principles and practice of declarative programming
The State of the Art of Nurse Rostering

Journal of Scheduling
Linear Weighted-Task-Sum --- Scheduling Prioritized Tasks on a Single Resource

Applications of Declarative Programming and Knowledge Management
Efficient Edge-Finding on Unary Resources with Optional Activities

Applications of Declarative Programming and Knowledge Management
Realising the alternative resources constraint

INAP'04/WLP'04 Proceedings of the 15th international conference on Applications of Declarative Programming and Knowledge Management, and 18th international conference on Workshop on Logic Programming

Optimal resource assignment in workflows for maximizing cooperation

BPM'13 Proceedings of the 11th international conference on Business Process Management

Quantified Score

Hi-index	0.00

Visualization

Abstract

In this article a constraint-based modeling of clinical pathways, in particular of surgical pathways, is introduced and used for an optimized scheduling of their tasks. The addressed optimization criteria are based on practical experiences in the area of Constraint Programming applications in medical work flow management. Objective functions having empirical evidence for their adequacy in the considered use cases are formally presented. It is shown how they are respected while scheduling clinical pathways.