DocumentCode :
3714486
Title :
CancerVis: An interactive exploratory tool for cancer biomarker analysis
Author :
Lei Zhang;Sergey Klimov; Ying Zhu
Author_Institution :
Department of Computer Science, Georgia State University, Atlanta, 30303, USA
fYear :
2015
Firstpage :
785
Lastpage :
792
Abstract :
A biomarker is a measurable substance that can be used as an indicator of a particular disease. In the research field of cancer biomarker analysis, data visualization has generally been utilized as a technique for presenting results, with very little application of integrating data visualization as a tool for biological data exploration or pattern discovery. To address this issue, we have developed a visualization platform, CancerVis, for visual and interactive analysis of cancer data and pattern discovery. CancerVis provides multiple interactive views from different prospective of a dataset. The views are synchronized so that users can easily link the same data entry in multiple views. CancerVis´s visualization technologies also supports common data mining techniques for pattern discovery in cancer biomarker research, such as visualization of optimal cutoff point and its variability over time. The usability of CancerVis is verified by a clinical dataset.
Keywords :
"Biology","Data visualization"
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2015 IEEE International Conference on
Type :
conf
DOI :
10.1109/BIBM.2015.7359787
Filename :
7359787
Link To Document :
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