@inproceedings{a66df46bd18149c5b654e01f638a2f9a,
title = "Region of interest based independent component analysis",
abstract = "The over-complete case remains a difficult problem in the field of independent component analysis (ICA). In this article we combine a technique called {"}region of interest{"} (ROI) with a standard complete ICA. We show how to create a mask using ICA, then using the masked data for a second ICA. At the same time this method eliminates a commonly necessary model-based step in fMRI data analysis. We also demonstrate our approach on a real world fMRI data set example.",
author = "Keck, {Ingo R.} and Jan Churan and Theis, {Fabian J.} and Peter Gruber and Lang, {Elmar W.} and Puntonet, {Carlos G.}",
year = "2006",
doi = "10.1007/11893028_117",
language = "English",
isbn = "3540464794",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "1048--1057",
booktitle = "Neural Information Processing - 13th International Conference, ICONIP 2006, Proceedings",
note = "13th International Conference on Neural Information Processing, ICONIP 2006 ; Conference date: 03-10-2006 Through 06-10-2006",
}