Addressing multi-site functional MRI heterogeneity through dual-expert collaborative learning for brain disease identification.

Fang, Yuqi; Potter, Guy G; Wu, Di; Zhu, Hongtu; Liu, Mingxia

Fang, Yuqi; Potter, Guy G; Wu, Di; Zhu, Hongtu; Liu, Mingxia.

Afiliación

Fang Y; Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Potter GG; Departments of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina, USA.
Wu D; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Zhu H; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Liu M; Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.

Hum Brain Mapp ; 44(11): 4256-4271, 2023 08 01.

Article en En | MEDLINE | ID: mdl-37227019

Asunto(s)

Encefalopatías; Trastorno Depresivo Mayor; Prácticas Interdisciplinarias; Humanos; Trastorno Depresivo Mayor/diagnóstico por imagen; Encéfalo/diagnóstico por imagen; Imagen por Resonancia Magnética

Palabras clave

functional MRI; harmonization; knowledge distillation; major depressive disorder

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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Encefalopatías / Trastorno Depresivo Mayor / Prácticas Interdisciplinarias Tipo de estudio: Diagnostic_studies / Guideline Límite: Humans Idioma: En Revista: Hum Brain Mapp Asunto de la revista: CEREBRO Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos

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