Campus Units

Mechanical Engineering, Electrical and Computer Engineering, Human Computer Interaction, Virtual Reality Applications Center, Materials Science and Engineering

Document Type

Article

Publication Version

Published Version

Publication Date

8-23-2016

Journal or Book Title

Frontiers in Neuroinformatics

Volume

10

First Page

36

DOI

10.3389/fninf.2016.00036

Abstract

Brain research typically requires large amounts of data from different sources, and often of different nature. The use of different software tools adapted to the nature of each data source can make research work cumbersome and time consuming. It follows that data is not often used to its fullest potential thus limiting exploratory analysis. This paper presents an ancillary software tool called BRAVIZ that integrates interactive visualization with real-time statistical analyses, facilitating access to multi-facetted neuroscience data and automating many cumbersome and error-prone tasks required to explore such data. Rather than relying on abstract numerical indicators, BRAVIZ emphasizes brain images as the main object of the analysis process of individuals or groups. BRAVIZ facilitates exploration of trends or relationships to gain an integrated view of the phenomena studied, thus motivating discovery of new hypotheses. A case study is presented that incorporates brain structure and function outcomes together with different types of clinical data.

Comments

This article is published as Angulo, Diego A., Cyril Schneider, James H. Oliver, Nathalie Charpak, and Jose T. Hernandez. "A multi-facetted visual analytics tool for exploratory analysis of human brain and function datasets." Frontiers in Neuroinformatics 10 (2016). doi: 10.3389/fninf.2016.00036. Posted with permission.

Rights

This document is protected by copyright and was first published by Frontiers in Neuroinformatics. All rights reserved. Reproduced with permission. CC-BY 3.0. Copyright 2016 The Authors.

Creative Commons License

Creative Commons Attribution 3.0 License
This work is licensed under a Creative Commons Attribution 3.0 License.

Copyright Owner

The Authors

Language

en

File Format

application/pdf

Published Version

Share

COinS