C4.5: programs for machine learning
C4.5: programs for machine learning
Self-organizing maps
Evaluating an Eye Screening Test
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Intelligent data analysis
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How can AI help transfer sophisticated medical technology to primary health care? Certain screening tests can be performed on PCs using clinically orientated software, instead of relying on specially designed instruments. This will result in the efficient use of existing computing resources and the convenient delivery of medical care to the community. The authors describe the development of a software-based visual-field testing system that incorporates several AI components, including machine learning, an intelligent user interface, and pattern discovery. This system has been successfully used for self-screening in different public environments; the authors describe a case study of glaucoma testing in a general practice.