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Deep multiview learning to identify imaging-driven subtypes in mild cognitive impairment

BACKGROUND: In Alzheimer’s Diseases (AD) research, multimodal imaging analysis can unveil complementary information from multiple imaging modalities and further our understanding of the disease. One application is to discover disease subtypes using unsupervised clustering. However, existing clusteri...

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Detalles Bibliográficos
Autores principales: Feng, Yixue, Kim, Mansu, Yao, Xiaohui, Liu, Kefei, Long, Qi, Shen, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9523890/
https://www.ncbi.nlm.nih.gov/pubmed/36175853
http://dx.doi.org/10.1186/s12859-022-04946-x