Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
378018 | Artificial Intelligence in Medicine | 2008 | 17 Pages |
Abstract
From a general point of view, the two main objectives reached in this paper are: (1) merging information visualization and data mining approaches to support clinical research and (2) proposing an effective and fully automated clustering technique. More particularly, a new application for MRI data analysis, named Visual MRI, is proposed, aiming at improving the support of medical researchers in the context of cancer therapy; moreover, a non-parametric technique for cluster analysis, named MRI-mean shift, has been drawn. The results show the effectiveness and the efficacy of the proposed application.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Umberto Castellani, Marco Cristani, Carlo Combi, Vittorio Murino, Andrea Sbarbati, Pasquina Marzola,