The impact of data mining techniques on medical diagnostics

Data Science Journal

Volumn 5, Issue , 2006, Pages 119-126

  Wasan, Siri Krishan ^a   Bhatnagar, Vasudha ^b   Kaur, Harleen ^a  

^a JAMIA MILLIA ISLAMIA CENTRAL UNIVERSITY   (India)

^b UNIVERSITY OF DELHI   (India)

Author keywords

Data mining; Health data; Healthcare administrators; Knowledge discovery in databases (KDD); Medical diagnostics

Indexed keywords

DATA ACQUISITION; DIAGNOSIS; HEALTH; KNOWLEDGE ACQUISITION; NEURAL NETWORKS; STATISTICS;

HEALTH DATA; HEALTHCARE ADMINISTRATORS; KNOWLEDGE DISCOVERY IN DATABASES (KDD); MEDICAL DOMAIN;

DATA MINING;

EID: 33751538314     PISSN: 16831470     EISSN: 16831470     Source Type: Journal    
DOI: 10.2481/dsj.5.119     Document Type: Article

References (10)

1. Cios, K. J., & Moore, G. W. (2000) Medical Data Mining and Knowledge Discovery: An Overview. In Cios K. J., Medical Data Mining and Knowledge Discovery. Heidelberg: Physica-Verlag.
2. Scales, R., & Embrechts, M. (2002) Computational Intelligence Techniques for Medical Diagnostics. Proceedings of Walter Lincoln Hawkins, Graduate Research Conference 2002 from the World Wide Web: http://www.cs.rpi. edu/~biveni/MRC/proceedings/papers/researchpaper.pdf
3. Blake, C., & Merz, C.J. (2001) UCI Repository of Machine Learning Databases. [Machine-readable data repository]. University of California, Department of Information and Computer Information and Computer Science, Irvine, C.A. [Available fromhttp://www.ics.uci.edu/~mlearn/MLRepository.html]
4. Lundin, J. (1998) Artificial Neural Networks in outcome prediction. Anns Chir Gynaecol 87, 128-130.
5. Itchhaporia, D., Snow P.B., Almassy, R. J., & Oetgen, W. J. (1996) Artificial Neural Networks: current status in cardiovascular medicine. J Am Coll Cardiol. Aug, 28(2), 515-521.
6. Miller, A., Blott, B., & Hames, T. (1992) Review of Neural Network Applications in Medical Imaging and Signal Processing. Medical and Biological Engineering and Computing 30(5), 449-464.
7. Miller, A. (1993) The Application of Neural Networks to Imaging and Signal Processing in Astronomy and Medicine, PhD thesis, Faculty of Science, Department of Physics, University of Southampton, U.K..
8. Weinstein, J.N., Kohn, K.W., et al. (1992) Neural Computing in Cancer Drug Development: Predicting Mechanisms of Action. Science (258), 447-451.
9. th Hawaii International Conference on System Sciences (HICSS'03).
10. Abidi, S.S.R. (2001) Knowledge management in healthcare: towards 'knowledge-driven' decision -support services. International Journal of Medical Informatics 63, 5-18.