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Multimodal multitask learning for predicting MCI to AD conversion using stacked polynomial attention network and adaptive exponential decay

Early identification and treatment of moderate cognitive impairment (MCI) can halt or postpone Alzheimer’s disease (AD) and preserve brain function. For prompt diagnosis and AD reversal, precise prediction in the early and late phases of MCI is essential. This research investigates multimodal framew...

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Detalles Bibliográficos
Autores principales: Ho, Ngoc-Huynh, Jeong, Yang-Hyung, Kim, Jahae
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10336016/
https://www.ncbi.nlm.nih.gov/pubmed/37433809
http://dx.doi.org/10.1038/s41598-023-37500-7