题名

The Application of Healthcare Information System for Comprehensive Geriatric Assessment

DOI

10.6131/MISR.201203_17(2).0004

作者

Nai-Wen Kuo；Yao-Yu Chung

关键词

Comprehensive Geriatric Assessment ； Healthcare Information System ； DataMining ； Association Rules ； Elderly ； Hospitals

期刊名称

MIS REVIEW：An International Journal

卷期/出版年月

17卷2期（2012 / 03 / 01）

页次

87 - 98

内容语文

英文
英文摘要

This paper is to integrate information technology and medical-related technologies to develop a healthcare information system for Comprehensive geriatric assessment (CGA). This system not only can process geriatric consultation services and ensure that all patient's information are stored in standardized format, but also provide medical personnel for statistical analysis and processing purposes. Moreover, this paper uses the Apriori algorithm of data mining for helping doctors to find out the relationship of geriatric syndrome. The systems of this study can enable organizations to meet their business objectives for increasing service capacity, cost control, revenue generation, while maintaining high quality of care for the patients in geriatric care. Furthermore, making the theories and applications of medical informatics will be more extensive and convenient for researches and healthcare-related industry.
主题分类 基礎與應用科學 > 資訊科學
社會科學 > 管理學
参考文献
  1. Agrawal, R.,Srikant, R.(1994).Fast algorithms for mining association rules in large databases.Proceedings of the Twentieth International Conference on Very Large Data Bases,Santiago, Chile:
  2. Bellazzi, R.,Zupan, B.(2008).Predictive data mining in clinical medicine: current issues and guidelines.International Journal of Medical Informatics,77(2),81-97.
  3. Chen, L.-K.(2009).The health challenges of aging society.Taipei Veterans General Hospital Magazine,144,2-8.
  4. Delen, D.(2009).Analysis of cancer data: a data mining approach.Expert Systems,26(1),100-112.
  5. Dowling, A.F., Jr.(1980).Do hospital staff interfere with computer system implementation?.Health Care Management Review,5(4),23-32.
  6. Gray, L.(2007).Geriatric consultation: is there a future?.Age and Ageing,36(1),1-2.
  7. Huang, M.-J.,Chen, M.-Y.,Lee, S.-C.(2007).Integrating data mining with case-based reasoning for chronic diseases prognosis and diagnosis.Expert Systems with Applications,32(3),856-867.
  8. Kuo, N.-W.(2011).Geriatric care in healthcare information system.Advanced Materials Research,181-182,151-155.
  9. Kuo, N.-W.(2010).A decision support system in geriatric care.Proceedings of the Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2010),Darmstadt, Germany:
  10. Kuo, N.-W.,Chung, Y.-Y.(2010).Construction of comprehensive geriatric assessment information system-a case study of medical center in Taiwan.Proceedings of the 2010 INFORMS Service Science Conference,Taipei, Taiwan:
  11. Leung, E.M.F.(2004).Team approach and comprehensive geriatric assessment.Geriatrics and Gerontology International,4(Suppl. 1),S41-S44.
  12. Maas, H.A.A.M.,Janssen-Heijnen, M.L.G.,Rikkert, M.G.M.O.,Wymenga, A.N.M.(2007).Comprehensive geriatric assessment and its clinical impact in oncology.European Journal of Cancer,43,2161-2169.
  13. Overcash, J.A.,Beckstead, J.,Extermann, M.,Cob, S.(2005).The abbreviated comprehensive geriatric assessment (aCGA): a retrospective analysis.Critical Reviews in Oncology/Hematology,54(2),129-136.
  14. Sherman, F.T.(2001).Functional assessment: easy-to-use screening tools speed initial office work-up.Geriatrics,56(8),36-40.
  15. Sigurdardottir, A.K.,Jonsdottir, H.,Benediktsson, R.(2007).Outcomes of educational interventions in type 2 diabetes: WEKA data-mining analysis.Patient Education and Counseling,67(1-2),21-31.
  16. Solomon, D.(1988).National institutes of health consensus development conference statement: geriatric assessment methods for clinical decision-making.Journal of the American Geriatrics Society,36,342-347.
  17. Stuck, A.E.,Siu, A.L.,Wieland, G.D.,Rubenstein, L.Z.,Adams, J.(1993).Comprehensive geriatric assessment: a meta-analysis of controlled trials.The Lancet,342(8878),1032-1036.
  18. Yang, W.-S.,Hwang, S.-Y.(2006).A process-mining framework for the detection of healthcare fraud and abuse.Expert Systems with Applications,31(1),56-68.
被引用次数
  1. 蔡昀蓁、楊淑慧、張嘉珣(2018)。運用周全性老年評估照護一位反覆肺炎住院長者之護理經驗。榮總護理，35(3)，322-329。
  2. 楊淑慧,張曼萍,林鉅勝,吳麗芬(2015)。住院老年人心靈安適的相關因素初探。中科大學報，2(1)，117-133。
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