Enhanced neuroimaging genetics using multi-view non-negative matrix factorization with sparsity and prior knowledge.

Won, Ji Hye; Youn, Jinyoung; Park, Hyunjin

Won, Ji Hye; Youn, Jinyoung; Park, Hyunjin.

Afiliación

Won JH; Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, Korea; Center for Neuroscience Imaging Research, Institute for Basic Science, Suwon, Korea.
Youn J; Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea; Neuroscience Center, Samsung Medical Center, Seoul, Korea.
Park H; Center for Neuroscience Imaging Research, Institute for Basic Science, Suwon, Korea; School of Electronic and Electrical Engineering, Sungkyunkwan University, Suwon, Korea. Electronic address: hyunjinp@skku.edu.

Med Image Anal ; 77: 102378, 2022 04.

Article en En | MEDLINE | ID: mdl-35124368

Asunto(s)

Neuroimagen; Enfermedad de Parkinson; Algoritmos; Encéfalo/diagnóstico por imagen; Humanos; Neuroimagen/métodos; Enfermedad de Parkinson/diagnóstico por imagen; Enfermedad de Parkinson/genética; Polimorfismo de Nucleótido Simple/genética

Palabras clave

Interpretability; Multimodal integration; Neuroimaging genetics; Non-negative matrix factorization; Parkinson's diseases; Prior knowledge; Topic modeling

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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Enfermedad de Parkinson / Neuroimagen Tipo de estudio: Prognostic_studies Idioma: En Revista: Med Image Anal Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2022 Tipo del documento: Article

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