Titlebook: Artificial Intelligence in Medicine; 11th Conference on A Riccardo Bellazzi,Ameen Abu-Hanna,Jim Hunter Conference proceedings 2007 Springer

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An Intelligent Aide for Interpreting a Patient’s Dialysis Data Setstem integrated with sophisticated monitoring equipment. A large array of parameters can be collected including cardiovascular measures such as heart rate and blood pressure together with treatment related data including relative blood volume, ultrafiltration rate and small molecule clearance. A sma

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Using Temporal Context-Specific Independence Information in the Exploratory Analysis of Disease Procoving the diagnosis, treatment and prognosis of disease in patients. One way to achieve these aims is by explicitly modelling disease processes; several researchers have advocated the use of dynamic Bayesian networks for this purpose because of the versatility and expressiveness of this time-oriente

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Discovery and Integration of Organ-Failure Episodes in Mortality Predictionterns of the daily Sequential Organ Failure Assessment (SOFA) scores can improve predictions. However, the derangement of the six individual organ systems underlying the calculation of a SOFA score were not taken into account, thus impeding the understanding of their prognostic merits. In this paper

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Multi-resolution Image Parametrization in Stepwise Diagnostics of Coronary Artery Diseaseiated. In the clinical setting, coronary artery disease diagnostics is typically performed in a sequential manner. The four diagnostic levels consist of evaluation of (1) signs and symptoms of the disease and ECG (electrocardiogram) at rest, (2) ECG testing during a controlled exercise, (3) myocardi

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Interpreting Gene Expression Data by Searching for Enriched Gene Sets potentially enriched. Enrichment of a gene set is determined by Gene Set Enrichment Analysis. The experimental results show that the introduced method improves over existing methods, i.e. that it is capable to find new descriptions of the biology governing the experiments, not detectable by the tra