Multilayer brain network combined with deep convolutional neural network for detecting major depressive disorder
| dc.contributor.author | Dang, Weidong | |
| dc.contributor.author | Gao, Zhongke | |
| dc.contributor.author | Sun, Xinlin | |
| dc.contributor.author | Li, Rumei | |
| dc.contributor.author | Cai, Qing | |
| dc.contributor.author | Grebogi, Celso | |
| dc.contributor.institution | University of Aberdeen.Physics | en |
| dc.contributor.institution | University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB) | en |
| dc.date.accessioned | 2021-05-10T23:07:36Z | |
| dc.date.available | 2021-05-10T23:07:36Z | |
| dc.date.embargoedUntil | 2021-05-11 | |
| dc.date.issued | 2020-10 | |
| dc.description | Acknowledgements This work was supported in part by the National Natural Science Foundation of China under Grants Nos. 61922062 and 61873181. | en |
| dc.description.status | Peer reviewed | en |
| dc.format.extent | 11 | |
| dc.format.extent | 2069935 | |
| dc.identifier | 161619818 | |
| dc.identifier | 93ced87c-e63e-4c92-84d2-f769e83dc68c | |
| dc.identifier | 000531788700003 | |
| dc.identifier | 85084447474 | |
| dc.identifier.citation | Dang, W, Gao, Z, Sun, X, Li, R, Cai, Q & Grebogi, C 2020, 'Multilayer brain network combined with deep convolutional neural network for detecting major depressive disorder', Nonlinear Dynamics, vol. 102, pp. 667-677. https://doi.org/10.1007/s11071-020-05665-9 | en |
| dc.identifier.doi | 10.1007/s11071-020-05665-9 | |
| dc.identifier.issn | 0924-090X | |
| dc.identifier.other | SCOPUS: 85084447474 | |
| dc.identifier.other | ORCID: /0000-0002-9811-4617/work/107062196 | |
| dc.identifier.uri | https://hdl.handle.net/2164/16428 | |
| dc.identifier.url | https://www.scopus.com/pages/publications/85084447474 | en |
| dc.language.iso | eng | |
| dc.relation.ispartof | Nonlinear Dynamics | en |
| dc.subject | Electroencephalogram | en |
| dc.subject | Major depressive disorder | en |
| dc.subject | Complex network | en |
| dc.subject | Convolutional neural network | en |
| dc.subject | FUNCTIONAL CONNECTIVITY | en |
| dc.subject | FRAMEWORK | en |
| dc.subject | CLASSIFICATION | en |
| dc.subject | MODEL | en |
| dc.subject | EPIDEMIOLOGY | en |
| dc.subject | FEATURES | en |
| dc.subject | TA Engineering (General). Civil engineering (General) | en |
| dc.subject | Mechanical Engineering | en |
| dc.subject | Aerospace Engineering | en |
| dc.subject | Ocean Engineering | en |
| dc.subject | Applied Mathematics | en |
| dc.subject | Electrical and Electronic Engineering | en |
| dc.subject | Control and Systems Engineering | en |
| dc.subject.lcc | TA | en |
| dc.title | Multilayer brain network combined with deep convolutional neural network for detecting major depressive disorder | en |
| dc.type | Journal article | en |
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