|
Evaluation of (Diagnostic) Systems
|
Berner, E. S., G. D. Webster, A. A. Shugerman, et al. (1994)
"Performance of Four Computer-Based Diagnostic
Systems." New England Journal of Medicine
330.
Yu, V., Buchanan, B., Shortliffe, E., et al. (1979) Evaluating the performance of a computer-based
consultant. Computers and Biomedicine 9:95-102.
Yu, V., Fagan, L., Wraith, S., et al. (1979) Antimicrobial selection by computer: A blinded
evaluation by infectious disease experts. JAMA
242:1279-1282.
Long, W. (1980) "Criteria for Computer
Generated Therapy Advice in a Clinical Domain." Computers in
Cardiology 1980 285-288.
Long, W., Naimi, S., Criscitiello, M. (1994) Evaluation of a new method for cardiovascular
reasoning. J. Amer. Med. Informatics Assn.
1:127-141.
Fraser, H., Long, W., Naimi, S. "Evaluation of a Cardiac Diagnostic Program in
a Typical Clinical Setting." Submitted for publication, 2002.
|
|
Machine Learning I
|
Dreiseitl, S., et al. A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions. J. Biomed. Informatics 1995:34:28-36.
Khan, J., et al., Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks. Nature Medicine 2001 7(6):673-9.
Golub, T., et al.. Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring. Science 286: 531-7, 1999.
Weber, G., et al. Building an Asynchronous Web-Based Tool for Machine Learning Classification, 2002.
|