Article
A quantifier-based fuzzy classification system for breast cancer patients.
Artificial intelligence in medicine - 1 Jul 2013
Soria Daniele, Garibaldi Jonathan M, Green Andrew R, Powe Desmond G, Nolan Christopher C, Lemetre Christophe, Ball Graham R, Ellis Ian O
Abstract excerpt
OBJECTIVES: Recent studies of breast cancer data have identified seven distinct clinical phenotypes (groups) using immunohistochemical analysis and a range of different clustering techniques. Consensus between unsupervised classification algorithms has been successfully used to categorise patients into these specific groups, but often at the expenses of not classifying the whole set. It is known that fuzzy...
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