| SCHWARZ, Daniel, Tomáš KAŠPÁREK and Eva JANOUŠOVÁ. Schizophrenia Classification Using Spatial Warps of MRI Brain Images. In Jan, J; Jirik, R; Kolar, R; Kolarova, J; Kozumplik, J; Provaznik, I. Analysis of Biomedical Signals and Images, Biosignal-Brno. Brno, Czech Republic: Brno University of Technology VUT Press, 2010, p. 220-223. ISBN 978-80-214-4106-4. |
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@inproceedings{889890,
author = {Schwarz, Daniel and Kašpárek, Tomáš and Janoušová, Eva},
address = {Brno, Czech Republic},
booktitle = {Analysis of Biomedical Signals and Images, Biosignal-Brno},
editor = {Jan, J; Jirik, R; Kolar, R; Kolarova, J; Kozumplik, J; Provaznik, I},
keywords = {schizophrenia; image warps; deformation-based morphometry; classification; k-NN; SVM},
howpublished = {tištěná verze "print"},
language = {eng},
location = {Brno, Czech Republic},
isbn = {978-80-214-4106-4},
pages = {220-223},
publisher = {Brno University of Technology VUT Press},
title = {Schizophrenia Classification Using Spatial Warps of MRI Brain Images},
url = {http://www.biosignal.cz},
year = {2010}
}
TY - JOUR
ID - 889890
AU - Schwarz, Daniel - Kašpárek, Tomáš - Janoušová, Eva
PY - 2010
TI - Schizophrenia Classification Using Spatial Warps of MRI Brain Images
PB - Brno University of Technology VUT Press
CY - Brno, Czech Republic
SN - 9788021441064
KW - schizophrenia
KW - image warps
KW - deformation-based morphometry
KW - classification
KW - k-NN
KW - SVM
UR - http://www.biosignal.cz
N2 - Schizophrenia is one of neuropsychiatric disorders which lead often to violation of the social and economic competencies of the patients. The possibility to uncover potentially high-risk patients may enable searching for preventive and therapeutic strategies, which would be able to eliminate or minimize the adverse effects of the disease. The method presented in the paper can be used to distinguish schizophrenia-affected brains from healthy control subjects. It is based on the 3-D deformation fields resulting from cross-subject registrations of MRI brain images.
ER -
SCHWARZ, Daniel, Tomáš KAŠPÁREK and Eva JANOUŠOVÁ. Schizophrenia Classification Using Spatial Warps of MRI Brain Images. In Jan, J; Jirik, R; Kolar, R; Kolarova, J; Kozumplik, J; Provaznik, I. \textit{Analysis of Biomedical Signals and Images, Biosignal-Brno}. Brno, Czech Republic: Brno University of Technology VUT Press, 2010, p.~220-223. ISBN~978-80-214-4106-4.
|
