Professional service organizations and focus
Management Science
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
Data Mining and Business Intelligence: A Guide to Productivity
Data Mining and Business Intelligence: A Guide to Productivity
Preference Factoring for Stochastic Trees
Management Science
Enhancing efficiency in the health care industry
Communications of the ACM - The semantic e-business vision
Temporal rule induction for clinical outcome analysis
International Journal of Business Intelligence and Data Mining
International Journal of Business Intelligence and Data Mining
Prediction of corporate financial health by Artificial Neural Network
International Journal of Electronic Finance
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Advanced analytic and forecasting methodologies can enable organisations to more fully leverage the data resources available to them. In the healthcare industry, service providers can use data mining methods to enhance the decision-making process in optimising resource allocation by identifying the sources of future high-cost treatment in a given health plan population. The following paper includes a case study by Healthways Inc. that illustrates how predictive modelling techniques (e.g., neural networks) can help healthcare providers identify the sources of future high resource demand, enabling them to more effectively apply preemptive treatment to mitigate future high-cost treatment of fully developed cases of chronic illness.