Multivariate detrending of fMRI signal drifts for real-time multiclass pattern classification.

Lee, Dongha; Jang, Changwon; Park, Hae-Jeong

Lee, Dongha; Jang, Changwon; Park, Hae-Jeong.

Afiliación

Lee D; BK21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, Republic of Korea; Department of Nuclear Medicine, Department of Radiology, Department of Psychiatry, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea; Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea.
Jang C; BK21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, Republic of Korea; Department of Nuclear Medicine, Department of Radiology, Department of Psychiatry, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
Park HJ; BK21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, Republic of Korea; Department of Nuclear Medicine, Department of Radiology, Department of Psychiatry, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea. Electronic address: parkhj@yonsei.ac.kr.

Neuroimage ; 108: 203-13, 2015 Mar.

Article en En | MEDLINE | ID: mdl-25573669

Asunto(s)

Artefactos; Mapeo Encefálico/métodos; Encéfalo/fisiología; Imagen por Resonancia Magnética/métodos; Máquina de Vectores de Soporte; Adulto; Encéfalo/anatomía & histología; Humanos; Masculino; Análisis Multivariante; Adulto Joven

Palabras clave

Multi-voxel fMRI classification; Multi-voxel pattern analysis (MVPA); Real-time fMRI; Support vector machine (SVM); Voxel-wise detrending

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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Encéfalo / Mapeo Encefálico / Imagen por Resonancia Magnética / Artefactos / Máquina de Vectores de Soporte Límite: Adult / Humans / Male Idioma: En Revista: Neuroimage Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2015 Tipo del documento: Article

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