Cancer surveillance using data warehousing, data mining, and decision support systems.

G A Forgionne, A Gangopadhyay, M Adya
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Abstract

This article discusses how data warehousing, data mining, and decision support systems can reduce the national cancer burden or the oral complications of cancer therapies, especially as related to oral and pharyngeal cancers. An information system is presented that will deliver the necessary information technology to clinical, administrative, and policy researchers and analysts in an effective and efficient manner. The system will deliver the technology and knowledge that users need to readily: (1) organize relevant claims data, (2) detect cancer patterns in general and special populations, (3) formulate models that explain the patterns, and (4) evaluate the efficacy of specified treatments and interventions with the formulations. Such a system can be developed through a proven adaptive design strategy, and the implemented system can be tested on State of Maryland Medicaid data (which includes women, minorities, and children).

使用数据仓库、数据挖掘和决策支持系统的癌症监测。
本文讨论了数据仓库、数据挖掘和决策支持系统如何减少国家癌症负担或癌症治疗的口腔并发症,特别是与口腔癌和咽喉癌相关的并发症。一个信息系统将提供必要的信息技术,临床,行政和政策研究人员和分析人员在一个有效和高效的方式。该系统将提供用户所需的技术和知识:(1)组织相关索赔数据,(2)检测一般和特殊人群的癌症模式,(3)制定解释模式的模型,以及(4)使用配方评估特定治疗和干预措施的功效。这样的系统可以通过经过验证的适应性设计策略来开发,并且可以在马里兰州医疗补助数据(包括妇女,少数民族和儿童)上测试实施的系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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