A4 Article in conference proceedings
Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks (2019)


Qiu, Y., Lin, Q.-H., Kuang, L.-D., Zhao, W.-D., Gong, X.-F., Cong, F., & Calhoun, V. D. (2019). Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks. In H. Lu, H. Tang, & Z. Wang (Eds.), ISNN 2019 : Advances in Neural Networks : 16th International Symposium on Neural Networks, Proceedings, Part II (pp. 540-547). Springer International Publishing. doi:10.1007/978-3-030-22808-8_53


JYU authors or editors


Publication details

All authors or editors: Qiu, Yue; Lin, Qiu-Hua; Kuang, Li-Dan; Zhao, Wen-Da; Gong, Xiao-Feng; Cong, Fengyu; Calhoun, Vince D.

Parent publication: ISNN 2019 : Advances in Neural Networks : 16th International Symposium on Neural Networks, Proceedings, Part II

Parent publication editors: Lu, Huchuan; Tang, Huajin; Wang, Zhanshan

ISBN: 978-3-030-22807-1

Journal or series: Lecture Notes in Computer Science

ISSN: 0302-9743

Publication year: 2019

Number in series: 11555

Pages range: 540-547

Number of pages in the book: 615

Publisher: Springer International Publishing

Publication country: Switzerland

Publication language: English

DOI: https://doi.org/10.1007/978-3-030-22808-8_53

Open Access: Publication channel is not openly available

Additional information: ISSN 2019 : 16th International Symposium on Neural Networks. Moscow, Russia, July 10–12, 2019.


Keywords: schizophrenia; learning; functional magnetic resonance imaging; neural networks (information technology)

Free keywords: deep learning; fMRI; ICA; model order; data argumentation; neural networks


Contributing organizations


Ministry reporting: Yes

Reporting Year: 2019

JUFO rating: 1


Last updated on 2020-18-10 at 21:46