作者
Rajeswari Mandava, Lee Song Yeow, Bhavik Anil Chandra, Ong Kok Haur, Muhammad Fermi Pasha, Ibrahim Lutfi Shuaib
发表日期
2012
研讨会论文
Abdominal Imaging. Computational and Clinical Applications: Third International Workshop, Held in Conjunction with MICCAI 2011, Toronto, ON, Canada, September 18, 2011, Revised Selected Papers 3
页码范围
99-107
出版商
Springer Berlin Heidelberg
简介
Low contrast between tumor and healthy liver tissue is one of the significant and challenging features among others in the automated tumor delineation process. In this paper we propose kernel based clustering algorithms that incorporate Tsallis entropy to resolve long range interactions between tumor and healthy tissue intensities. This paper reports the algorithm and its encouraging results of evaluation with MICCAI liver Tumor Segmentation Challenge 08 (LTS08) dataset. Work in progress involves incorporating additional features and expert knowledge into clustering algorithm to improve the accuracy.
学术搜索中的文章
R Mandava, LS Yeow, BA Chandra, OK Haur… - … and Clinical Applications: Third International Workshop …, 2012