Sources:
(a) Original Owner:
Danny Coomans,
Department of Maths. and Stats., James Cook University, Townsville 4811,
Australia.
email:
madhc@manta.jcu.edu.au
(b) Donor of database
Stefan Aeberhard,
Department of Comp. Science, James Cook University, Townsville 4811, Australia.
email:
stefan@coral.cs.jcu.edu.au
(c) Date Received
July, 1992
Past Usage:
(a) Coomans, D., Broeckaert, M. Jonckheer M. and
Massart D. L.,
"Comparison
of Multivariate Discriminant Techniques for Clinical Data - Application
to the Thyroid Functional State,"
Methods of Information
in Medicine, Vol. 22, 1983, pp. 93-101.
(b) Coomans, D. and I. Broeckaert,
"Potential Pattern
Recognition in Cemical and Medical Decision Making,"
Research Studies
Press, Letchworth, England.
Relevant Information
Paragraph:
Five laboratory tests are used to try to predict
whether a patient's thyroid to the class euthyroidism, hypothyroidism or
hyperthyroidism.
The diagnosis (the class label) was based on a complete
medical record, including anamnesis, scan etc.
Number of Instances:
215
Number of Features:
5
Class Distribution:
Class 1: (Normal) 150
Class 2: (Hyper) 35
Class 3: (Hypo)
30
Features:
1: Class label. (1 = normal,
2 = hyper, 3 = hypo)
2: T3-resin uptake test.
(%)
3: Total Serum thyroxin
as measured by the isotopic displacement method.
4: Total Serum triiodothyronine
as measured by radioimmuno assay.
5: Basal thyroid-stimulating
hormone (TSH) as measured by radioimmuno assay.
6: Maximal absolute difference
of TSH value after injection of 200 micro grams of thyrotropin-releasing
hormone as compared to the basal value.