Mining Combined Detection of Tumor Marker Based on Cloud Model
Feng Guo, Shaozi Li · 2007
The cloud model is an effective tool in transforming between qualitative concepts and their quantitative expressions.In the field of tumor marker, detects combined markers can improve the performance of cancer detection.But the discovery of combined tumor markers depends on doctor's experience, and the markers are very difficult to find.This paper presents a multi-markers discovery method to mine combined detection tumor markers in detection histories.We mined top 10 combinations by our algorithm, and 8 of the results are fit for iatrical knowledge.Further this paper compares the results between cloud model and fuzzy set, and sums up their difference.