An Interpretable Machine Learning Method for the Detection of Schizophrenia Using EEG Signals

We acknowledge support by the Agencia Estatal de Investigación of Spain (CAIMAN, reference TEC2017-86921-C2-1-R and CLARA, reference RTI2018-099655-B-I00) and by the grant Science of the 074-02-2018-330.

Detalhes bibliográficos
Autores: Vázquez, Manuel A., Maghsoudi, Arash, Mariño, Inés P.
Formato: artículo
Fecha de publicación:2021
País:España
Recursos:Universidad Rey Juan Carlos
Repositorio:BURJC-Digital. Repositorio Institucional de la Universidad Rey Juan Carlos
OAI Identifier:oai:burjcdigital.urjc.es:10115/41483
Acesso em linha:https://hdl.handle.net/10115/41483
Access Level:acceso abierto
Palavra-chave:electroencephalography
machine learning
random forest
schizophrenia
connectivity
direct directed transfer function
generalized partial directed coherence
Descrição
Resumo:We acknowledge support by the Agencia Estatal de Investigación of Spain (CAIMAN, reference TEC2017-86921-C2-1-R and CLARA, reference RTI2018-099655-B-I00) and by the grant Science of the 074-02-2018-330.