A Neural Network Application to Classification of Health Status of HIV/AIDS Patients

作者: N. K. Kwak , Changwon Lee

DOI: 10.1023/A:1022890223449

关键词: Activities of daily livingHealth informaticsValidityData miningAcquired immunodeficiency syndrome (AIDS)Health services researchNetwork topologyArtificial neural networkMedicineAids patients

摘要: This paper presents an application of neural networks to classify and predict the health status HIV/AIDS patients. A network model in classifying both well not-well patients is developed evaluated terms validity reliability test. Several different topologies are applied AIDS Cost Utilization Survey (ACSUS) datasets order demonstrate network's capability.

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