Resting-state Functional Connectivity and Deception: Exploring Individualized Deceptive Propensity by Machine Learning.

Tang, Honghong; Lu, Xiaping; Cui, Zaixu; Feng, Chunliang; Lin, Qixiang; Cui, Xuegang; Su, Song; Liu, Chao

Tang, Honghong; Lu, Xiaping; Cui, Zaixu; Feng, Chunliang; Lin, Qixiang; Cui, Xuegang; Su, Song; Liu, Chao.

Afiliación

Tang H; Business School, Beijing Normal University, Beijing 100875, China; State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China.
Lu X; Brain, Mind & Markets Laboratory, Department of Finance, The University of Melbourne, Victoria 3010, Australia.
Cui Z; Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Feng C; State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China.
Lin Q; State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China; Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing 100875, China.
Cui X; Business School, Beijing Normal University, Beijing 100875, China.
Su S; Business School, Beijing Normal University, Beijing 100875, China. Electronic address: sus@bnu.edu.cn.
Liu C; State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China; Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing 100875, China; Beijing Key Laborat

Neuroscience ; 395: 101-112, 2018 12 15.

Article en En | MEDLINE | ID: mdl-30394323

Asunto(s)

Encéfalo/diagnóstico por imagen; Decepción; Juegos Experimentales; Aprendizaje Automático; Red Nerviosa/diagnóstico por imagen; Adulto; Mapeo Encefálico; Femenino; Humanos; Individualidad; Imagen por Resonancia Magnética; Masculino; Adulto Joven

Palabras clave

cross validation; deception; individual difference; machine learning; neural trait; resting-state fMRI

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Encéfalo / Aprendizaje Automático / Juegos Experimentales / Decepción / Red Nerviosa Tipo de estudio: Prognostic_studies Límite: Adult / Female / Humans / Male Idioma: En Revista: Neuroscience Año: 2018 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos

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