Decision tree based medical image clustering algorithm in computer-aided diagnoses
Wei Min Zhou, Hongqiang Wang, Chunmei Yang, Yang Bai, Dongliang Wang, Yong-feng Zhan · Journal of Computational Methods in Sciences and Engineering · 2015
With the rapid development of intelligent diagnostic medical imaging, artificial intelligent methods have become a research hotspot in this field with the rapid development of medical imaging intelligent diagnosis. The new research progress of artificial intelligence in medical image processing in recent five years is discussed. This paper discussed the function of medical image mining in computer-aided diagnoses. The idea of using luminance grade as the features of CT image and the method of extracting and storing the luminance grade are proposed. The results of classification based on decision tree and clustering based on density to some brain and breast CT images and the analysis to them are introduced. Moreover, the conclusion and future work are given.