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ARTMED
2002
121views more  ARTMED 2002»
14 years 9 months ago
An evolutionary artificial neural networks approach for breast cancer diagnosis
This paper presents an evolutionary artificial neural network approach based on the pareto differential evolution algorithm augmented with local search for the prediction of breas...
Hussein A. Abbass
ARTMED
2002
92views more  ARTMED 2002»
14 years 9 months ago
Predicting glaucomatous visual field deterioration through short multivariate time series modelling
In bio-medical domains there are many applications involving the modelling of multivariate time series (MTS) data. One area that has been largely overlooked so far is the particul...
Stephen Swift, Xiaohui Liu
86
Voted
ARTMED
2000
105views more  ARTMED 2000»
14 years 9 months ago
Planning treatment of ischemic heart disease with partially observable Markov decision processes
Diagnosis of a disease and its treatment are not separate, one-shot activities. Instead, they are very often dependent and interleaved over time. This is mostly due to uncertainty...
Milos Hauskrecht, Hamish S. F. Fraser
ARTMED
1999
75views more  ARTMED 1999»
14 years 9 months ago
An intelligent system for pacemaker reprogramming
The process of reprogramming a cardiac pacemaker can be described in terms similar to those used for describing diagnostic problem solving. In this paper, the process of reprogram...
Peter J. F. Lucas, Astrid Tholen, Geeske van Oort
ARTMED
2006
70views more  ARTMED 2006»
14 years 9 months ago
Towards a comprehensive treatment of repetitions, periodicity and temporal constraints in clinical guidelines
Temporal constraints play a fundamental role in clinical guidelines. For example, temporal indeterminacy, constraints about duration, delays between actions, and periodic repetiti...
Luca Anselma, Paolo Terenziani, Stefania Montani, ...